1.0beta4
Check for updates
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
df
NO COMPARISON TARGET
11500
ROWS
0
DUPLICATES
16.6 MB
RAM
179
FEATURES
1
CATEGORICAL
178
NUMERICAL
0
TEXT
target_var
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
2
(0%)
1
X1
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,084
(9%)
MAX
1,726
95%
181
Q3
34
MEDIAN
-8
AVG
-12
Q1
-54
5%
-216
MIN
-1,839
RANGE
3,565
IQR
88.0
STD
166
VAR
27,432
KURT.
19.1
SKEW
-0.454
SUM
-133k
2
X2
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,077
(9%)
MAX
1,713
95%
188
Q3
35
MEDIAN
-8
AVG
-11
Q1
-55
5%
-216
MIN
-1,838
RANGE
3,551
IQR
90.0
STD
166
VAR
27,576
KURT.
18.3
SKEW
-0.432
SUM
-125k
3
X3
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
1,697
95%
189
Q3
36
MEDIAN
-7
AVG
-10
Q1
-54
5%
-210
MIN
-1,835
RANGE
3,532
IQR
90.0
STD
164
VAR
26,740
KURT.
18.4
SKEW
-0.604
SUM
-117k
4
X4
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,075
(9%)
MAX
1,612
95%
190
Q3
36
MEDIAN
-8
AVG
-9
Q1
-54
5%
-207
MIN
-1,845
RANGE
3,457
IQR
90.0
STD
161
VAR
26,008
KURT.
18.4
SKEW
-0.549
SUM
-105k
5
X5
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,067
(9%)
MAX
1,518
95%
192
Q3
35
MEDIAN
-8
AVG
-8
Q1
-54
5%
-201
MIN
-1,791
RANGE
3,309
IQR
89.0
STD
161
VAR
25,920
KURT.
17.7
SKEW
-0.304
SUM
-92,112
6
X6
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,058
(9%)
MAX
1,816
95%
191
Q3
36
AVG
-7
MEDIAN
-8
Q1
-54
5%
-196
MIN
-1,757
RANGE
3,573
IQR
90.0
STD
161
VAR
26,027
KURT.
18.4
SKEW
-0.017
SUM
-80,540
7
X7
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,037
(9%)
MAX
2,047
95%
192
Q3
35
AVG
-7
MEDIAN
-8
Q1
-54
5%
-191
MIN
-1,832
RANGE
3,879
IQR
89.0
STD
161
VAR
26,072
KURT.
19.2
SKEW
0.121
SUM
-74,774
8
X8
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,050
(9%)
MAX
2,047
95%
193
Q3
36
AVG
-7
MEDIAN
-8
Q1
-55
5%
-189
MIN
-1,778
RANGE
3,825
IQR
91.0
STD
162
VAR
26,283
KURT.
20.7
SKEW
-0.171
SUM
-76,902
9
X9
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,044
(9%)
MAX
2,047
95%
194
Q3
36
AVG
-7
MEDIAN
-7
Q1
-55
5%
-188
MIN
-1,840
RANGE
3,887
IQR
91.0
STD
162
VAR
26,255
KURT.
22.8
SKEW
-0.455
SUM
-75,417
10
X10
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,047
(9%)
MAX
2,047
95%
194
Q3
35
AVG
-6
MEDIAN
-7
Q1
-54
5%
-183
MIN
-1,867
RANGE
3,914
IQR
89.2
STD
160
VAR
25,740
KURT.
20.2
SKEW
-0.094
SUM
-70,937
11
X11
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
2,047
95%
198
Q3
36
AVG
-6
MEDIAN
-8
Q1
-54
5%
-191
MIN
-1,765
RANGE
3,812
IQR
90.0
STD
160
VAR
25,751
KURT.
17.7
SKEW
0.302
SUM
-67,016
12
X12
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,081
(9%)
MAX
2,047
95%
203
Q3
35
AVG
-6
MEDIAN
-8
Q1
-54
5%
-191
MIN
-1,803
RANGE
3,850
IQR
89.0
STD
161
VAR
25,979
KURT.
17.4
SKEW
0.197
SUM
-69,485
13
X13
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,086
(9%)
MAX
2,047
95%
215
Q3
36
AVG
-7
MEDIAN
-8
Q1
-54
5%
-199
MIN
-1,833
RANGE
3,880
IQR
90.0
STD
165
VAR
27,248
KURT.
19.4
SKEW
-0.314
SUM
-76,904
14
X14
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,089
(9%)
MAX
1,829
95%
217
Q3
37
AVG
-7
MEDIAN
-8
Q1
-54
5%
-198
MIN
-1,867
RANGE
3,696
IQR
91.0
STD
169
VAR
28,628
KURT.
22.1
SKEW
-0.809
SUM
-81,522
15
X15
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
1,631
95%
205
Q3
37
MEDIAN
-7
AVG
-7
Q1
-53
5%
-197
MIN
-1,870
RANGE
3,501
IQR
90.0
STD
171
VAR
29,119
KURT.
22.9
SKEW
-1.04
SUM
-82,929
16
X16
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,091
(9%)
MAX
1,532
95%
208
Q3
38
MEDIAN
-7
AVG
-7
Q1
-53
5%
-199
MIN
-1,839
RANGE
3,371
IQR
91.0
STD
169
VAR
28,537
KURT.
22.8
SKEW
-1.11
SUM
-81,515
17
X17
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,066
(9%)
MAX
1,441
95%
202
Q3
37
MEDIAN
-6
AVG
-7
Q1
-53
5%
-198
MIN
-1,867
RANGE
3,308
IQR
90.0
STD
165
VAR
27,108
KURT.
20.8
SKEW
-0.960
SUM
-78,277
18
X18
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,067
(9%)
MAX
1,352
95%
197
Q3
38
AVG
-7
MEDIAN
-7
Q1
-52
5%
-200
MIN
-1,856
RANGE
3,208
IQR
90.0
STD
162
VAR
26,264
KURT.
20.9
SKEW
-0.898
SUM
-77,564
19
X19
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,080
(9%)
MAX
1,504
95%
202
Q3
38
MEDIAN
-6
AVG
-6
Q1
-53
5%
-202
MIN
-1,844
RANGE
3,348
IQR
91.0
STD
163
VAR
26,429
KURT.
18.9
SKEW
-0.685
SUM
-74,575
20
X20
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,081
(9%)
MAX
1,821
95%
211
Q3
39
MEDIAN
-6
AVG
-6
Q1
-53
5%
-204
MIN
-1,717
RANGE
3,538
IQR
92.0
STD
162
VAR
26,354
KURT.
17.4
SKEW
-0.433
SUM
-74,157
21
X21
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,080
(9%)
MAX
2,022
95%
205
Q3
39
AVG
-6
MEDIAN
-7
Q1
-53
5%
-206
MIN
-1,764
RANGE
3,786
IQR
92.0
STD
163
VAR
26,511
KURT.
17.1
SKEW
-0.283
SUM
-73,087
22
X22
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
2,047
95%
201
Q3
38
MEDIAN
-6
AVG
-7
Q1
-53
5%
-205
MIN
-1,856
RANGE
3,903
IQR
91.0
STD
164
VAR
26,866
KURT.
19.2
SKEW
-0.361
SUM
-75,246
23
X23
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,086
(9%)
MAX
2,040
95%
194
Q3
37
MEDIAN
-6
AVG
-7
Q1
-53
5%
-206
MIN
-1,844
RANGE
3,884
IQR
90.0
STD
166
VAR
27,504
KURT.
20.9
SKEW
-0.357
SUM
-79,170
24
X24
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,079
(9%)
MAX
1,879
95%
197
Q3
38
AVG
-7
MEDIAN
-7
Q1
-52
5%
-203
MIN
-1,866
RANGE
3,745
IQR
90.0
STD
166
VAR
27,559
KURT.
20.2
SKEW
-0.365
SUM
-79,157
25
X25
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,061
(9%)
MAX
1,666
95%
200
Q3
37
AVG
-6
MEDIAN
-7
Q1
-52
5%
-200
MIN
-1,863
RANGE
3,529
IQR
89.0
STD
165
VAR
27,131
KURT.
21.6
SKEW
-0.503
SUM
-70,367
26
X26
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,071
(9%)
MAX
1,435
95%
207
Q3
38
AVG
-5
MEDIAN
-6
Q1
-52
5%
-197
MIN
-1,866
RANGE
3,301
IQR
90.0
STD
163
VAR
26,495
KURT.
19.3
SKEW
-0.303
SUM
-59,330
27
X27
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,061
(9%)
MAX
1,340
95%
207
Q3
37
AVG
-5
MEDIAN
-6
Q1
-51
5%
-198
MIN
-1,781
RANGE
3,121
IQR
88.0
STD
163
VAR
26,537
KURT.
18.5
SKEW
-0.266
SUM
-55,035
28
X28
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,057
(9%)
MAX
1,257
95%
203
Q3
38
AVG
-5
MEDIAN
-6
Q1
-50
5%
-195
MIN
-1,860
RANGE
3,117
IQR
88.2
STD
165
VAR
27,159
KURT.
19.5
SKEW
-0.533
SUM
-56,060
29
X29
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,047
(9%)
MAX
1,452
95%
201
Q3
38
MEDIAN
-5
AVG
-5
Q1
-50
5%
-194
MIN
-1,818
RANGE
3,270
IQR
88.0
STD
165
VAR
27,354
KURT.
20.8
SKEW
-0.719
SUM
-62,026
30
X30
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,067
(9%)
MAX
1,551
95%
199
Q3
38
MEDIAN
-5
AVG
-6
Q1
-50
5%
-190
MIN
-1,867
RANGE
3,418
IQR
88.0
STD
164
VAR
26,992
KURT.
22.3
SKEW
-0.823
SUM
-68,258
31
X31
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,050
(9%)
MAX
1,446
95%
198
Q3
38
MEDIAN
-5
AVG
-6
Q1
-51
5%
-190
MIN
-1,743
RANGE
3,189
IQR
89.0
STD
163
VAR
26,623
KURT.
19.5
SKEW
-0.724
SUM
-73,024
32
X32
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,074
(9%)
MAX
1,381
95%
194
Q3
38
MEDIAN
-6
AVG
-6
Q1
-52
5%
-199
MIN
-1,517
RANGE
2,898
IQR
90.0
STD
163
VAR
26,702
KURT.
16.5
SKEW
-0.448
SUM
-71,444
33
X33
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,079
(9%)
MAX
1,259
95%
202
Q3
38
AVG
-6
MEDIAN
-6
Q1
-52
5%
-194
MIN
-1,552
RANGE
2,811
IQR
90.0
STD
164
VAR
26,752
KURT.
16.2
SKEW
-0.331
SUM
-67,388
34
X34
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,052
(9%)
MAX
1,213
95%
203
Q3
38
AVG
-5
MEDIAN
-6
Q1
-51
5%
-194
MIN
-1,720
RANGE
2,933
IQR
89.0
STD
163
VAR
26,422
KURT.
17.2
SKEW
-0.437
SUM
-60,948
35
X35
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,059
(9%)
MAX
1,364
95%
207
Q3
39
AVG
-5
MEDIAN
-6
Q1
-51
5%
-191
MIN
-1,864
RANGE
3,228
IQR
90.0
STD
161
VAR
25,861
KURT.
17.6
SKEW
-0.566
SUM
-56,990
36
X36
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,220
95%
208
Q3
39
AVG
-5
MEDIAN
-6
Q1
-51
5%
-192
MIN
-1,814
RANGE
3,034
IQR
90.0
STD
160
VAR
25,741
KURT.
17.6
SKEW
-0.692
SUM
-60,698
37
X37
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,067
(9%)
MAX
1,304
95%
204
Q3
39
MEDIAN
-6
AVG
-6
Q1
-51
5%
-190
MIN
-1,829
RANGE
3,133
IQR
90.0
STD
163
VAR
26,531
KURT.
18.1
SKEW
-0.838
SUM
-70,866
38
X38
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,084
(9%)
MAX
1,344
95%
206
Q3
38
MEDIAN
-6
AVG
-7
Q1
-51
5%
-193
MIN
-1,851
RANGE
3,195
IQR
89.0
STD
166
VAR
27,634
KURT.
19.1
SKEW
-1.03
SUM
-84,141
39
X39
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,074
(9%)
MAX
1,298
95%
202
Q3
38
MEDIAN
-7
AVG
-8
Q1
-52
5%
-203
MIN
-1,840
RANGE
3,138
IQR
90.0
STD
166
VAR
27,661
KURT.
18.1
SKEW
-0.870
SUM
-91,983
40
X40
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,082
(9%)
MAX
1,518
95%
194
Q3
37
MEDIAN
-7
AVG
-8
Q1
-52
5%
-200
MIN
-1,673
RANGE
3,191
IQR
89.0
STD
165
VAR
27,065
KURT.
16.3
SKEW
-0.664
SUM
-89,917
41
X41
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,059
(9%)
MAX
1,293
95%
197
Q3
37
MEDIAN
-6
AVG
-7
Q1
-52
5%
-201
MIN
-1,832
RANGE
3,125
IQR
89.0
STD
161
VAR
25,985
KURT.
16.2
SKEW
-0.578
SUM
-80,087
42
X42
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,058
(9%)
MAX
1,309
95%
199
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-191
MIN
-1,865
RANGE
3,174
IQR
90.0
STD
158
VAR
24,978
KURT.
16.7
SKEW
-0.280
SUM
-66,399
43
X43
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,061
(9%)
MAX
1,451
95%
203
Q3
38
AVG
-5
MEDIAN
-7
Q1
-52
5%
-186
MIN
-1,656
RANGE
3,107
IQR
90.0
STD
157
VAR
24,803
KURT.
16.1
SKEW
-0.127
SUM
-54,059
44
X44
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,059
(9%)
MAX
1,567
95%
209
Q3
38
AVG
-4
MEDIAN
-7
Q1
-51
5%
-187
MIN
-1,825
RANGE
3,392
IQR
89.0
STD
160
VAR
25,652
KURT.
18.3
SKEW
-0.367
SUM
-47,654
45
X45
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,058
(9%)
MAX
1,388
95%
208
Q3
38
AVG
-5
MEDIAN
-6
Q1
-51
5%
-182
MIN
-1,870
RANGE
3,258
IQR
89.0
STD
164
VAR
26,895
KURT.
20.8
SKEW
-0.803
SUM
-52,280
46
X46
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,086
(9%)
MAX
1,473
95%
198
Q3
38
AVG
-6
MEDIAN
-6
Q1
-52
5%
-189
MIN
-1,868
RANGE
3,341
IQR
90.0
STD
168
VAR
28,138
KURT.
21.7
SKEW
-0.986
SUM
-63,618
47
X47
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,092
(9%)
MAX
1,846
95%
202
Q3
37
MEDIAN
-6
AVG
-7
Q1
-52
5%
-193
MIN
-1,850
RANGE
3,696
IQR
89.0
STD
171
VAR
29,320
KURT.
22.3
SKEW
-0.946
SUM
-76,710
48
X48
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,085
(9%)
MAX
2,047
95%
194
Q3
37
MEDIAN
-6
AVG
-8
Q1
-53
5%
-200
MIN
-1,869
RANGE
3,916
IQR
90.0
STD
171
VAR
29,407
KURT.
23.6
SKEW
-0.755
SUM
-88,577
49
X49
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
2,047
95%
196
Q3
38
MEDIAN
-6
AVG
-8
Q1
-53
5%
-199
MIN
-1,885
RANGE
3,932
IQR
91.0
STD
169
VAR
28,662
KURT.
23.2
SKEW
-0.762
SUM
-90,789
50
X50
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,057
(9%)
MAX
2,047
95%
190
Q3
38
MEDIAN
-6
AVG
-8
Q1
-53
5%
-196
MIN
-1,871
RANGE
3,918
IQR
91.0
STD
166
VAR
27,641
KURT.
24.9
SKEW
-0.847
SUM
-92,936
51
X51
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,045
(9%)
MAX
2,047
95%
189
Q3
37
MEDIAN
-7
AVG
-8
Q1
-53
5%
-198
MIN
-1,867
RANGE
3,914
IQR
90.0
STD
163
VAR
26,571
KURT.
24.5
SKEW
-0.672
SUM
-89,909
52
X52
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,053
(9%)
MAX
2,047
95%
185
Q3
38
MEDIAN
-7
AVG
-8
Q1
-52
5%
-201
MIN
-1,848
RANGE
3,895
IQR
90.0
STD
162
VAR
26,295
KURT.
22.6
SKEW
-0.522
SUM
-88,480
53
X53
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,085
(9%)
MAX
2,021
95%
201
Q3
36
AVG
-7
MEDIAN
-8
Q1
-52
5%
-201
MIN
-1,868
RANGE
3,889
IQR
88.0
STD
164
VAR
26,762
KURT.
21.5
SKEW
-0.494
SUM
-82,924
54
X54
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,081
(9%)
MAX
1,890
95%
201
Q3
36
AVG
-7
MEDIAN
-7
Q1
-53
5%
-205
MIN
-1,788
RANGE
3,678
IQR
89.0
STD
165
VAR
27,382
KURT.
20.9
SKEW
-0.486
SUM
-76,514
55
X55
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,059
(9%)
MAX
1,777
95%
199
Q3
35
AVG
-6
MEDIAN
-7
Q1
-53
5%
-193
MIN
-1,773
RANGE
3,550
IQR
88.0
STD
166
VAR
27,565
KURT.
20.4
SKEW
-0.391
SUM
-71,106
56
X56
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,674
95%
202
Q3
35
AVG
-6
MEDIAN
-7
Q1
-53
5%
-192
MIN
-1,862
RANGE
3,536
IQR
88.0
STD
164
VAR
26,876
KURT.
22.1
SKEW
-0.584
SUM
-68,749
57
X57
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,035
(9%)
MAX
1,590
95%
201
Q3
35
AVG
-7
MEDIAN
-7
Q1
-52
5%
-194
MIN
-1,869
RANGE
3,459
IQR
87.0
STD
161
VAR
25,936
KURT.
22.4
SKEW
-0.662
SUM
-75,977
58
X58
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,032
(9%)
MAX
1,869
95%
192
Q3
36
AVG
-8
MEDIAN
-8
Q1
-53
5%
-196
MIN
-1,865
RANGE
3,734
IQR
89.0
STD
160
VAR
25,734
KURT.
24.0
SKEW
-0.808
SUM
-91,989
59
X59
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,062
(9%)
MAX
2,047
95%
192
Q3
36
MEDIAN
-8
AVG
-10
Q1
-54
5%
-199
MIN
-1,863
RANGE
3,910
IQR
90.0
STD
163
VAR
26,634
KURT.
23.5
SKEW
-1.02
SUM
-110k
60
X60
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,066
(9%)
MAX
2,047
95%
187
Q3
36
MEDIAN
-8
AVG
-11
Q1
-54
5%
-203
MIN
-1,861
RANGE
3,908
IQR
90.0
STD
167
VAR
27,905
KURT.
22.6
SKEW
-1.15
SUM
-127k
61
X61
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,090
(9%)
MAX
2,047
95%
187
Q3
35
MEDIAN
-8
AVG
-11
Q1
-53
5%
-211
MIN
-1,868
RANGE
3,915
IQR
88.0
STD
169
VAR
28,426
KURT.
21.1
SKEW
-1.07
SUM
-131k
62
X62
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,082
(9%)
MAX
2,047
95%
188
Q3
35
MEDIAN
-8
AVG
-11
Q1
-53
5%
-210
MIN
-1,860
RANGE
3,907
IQR
88.0
STD
166
VAR
27,645
KURT.
19.9
SKEW
-0.953
SUM
-126k
63
X63
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,076
(9%)
MAX
1,880
95%
197
Q3
35
MEDIAN
-8
AVG
-10
Q1
-53
5%
-206
MIN
-1,627
RANGE
3,507
IQR
88.0
STD
162
VAR
26,186
KURT.
18.0
SKEW
-0.731
SUM
-111k
64
X64
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,064
(9%)
MAX
1,651
95%
197
Q3
35
MEDIAN
-8
AVG
-8
Q1
-53
5%
-199
MIN
-1,721
RANGE
3,372
IQR
88.0
STD
161
VAR
25,762
KURT.
19.2
SKEW
-0.608
SUM
-95,254
65
X65
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,065
(9%)
MAX
1,467
95%
199
Q3
36
MEDIAN
-7
AVG
-7
Q1
-53
5%
-205
MIN
-1,866
RANGE
3,333
IQR
89.0
STD
162
VAR
26,119
KURT.
18.7
SKEW
-0.332
SUM
-81,549
66
X66
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,079
(9%)
MAX
1,299
95%
199
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-201
MIN
-1,862
RANGE
3,161
IQR
90.0
STD
163
VAR
26,475
KURT.
17.0
SKEW
-0.153
SUM
-69,819
67
X67
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,055
(9%)
MAX
1,278
95%
202
Q3
38
AVG
-6
MEDIAN
-7
Q1
-53
5%
-196
MIN
-1,844
RANGE
3,122
IQR
91.0
STD
162
VAR
26,214
KURT.
17.9
SKEW
-0.256
SUM
-65,068
68
X68
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,043
(9%)
MAX
1,241
95%
199
Q3
38
AVG
-5
MEDIAN
-6
Q1
-53
5%
-202
MIN
-1,843
RANGE
3,084
IQR
91.0
STD
160
VAR
25,760
KURT.
17.0
SKEW
-0.132
SUM
-63,096
69
X69
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,063
(9%)
MAX
1,325
95%
204
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-204
MIN
-1,559
RANGE
2,884
IQR
90.0
STD
161
VAR
25,953
KURT.
17.0
SKEW
-0.125
SUM
-67,773
70
X70
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,063
(9%)
MAX
1,270
95%
206
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-200
MIN
-1,797
RANGE
3,067
IQR
90.0
STD
163
VAR
26,616
KURT.
18.1
SKEW
-0.353
SUM
-67,411
71
X71
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,069
(9%)
MAX
1,390
95%
206
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-195
MIN
-1,844
RANGE
3,234
IQR
90.0
STD
165
VAR
27,275
KURT.
19.4
SKEW
-0.518
SUM
-67,782
72
X72
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,082
(9%)
MAX
1,480
95%
203
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-200
MIN
-1,852
RANGE
3,332
IQR
90.0
STD
166
VAR
27,548
KURT.
19.9
SKEW
-0.404
SUM
-65,087
73
X73
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,082
(9%)
MAX
1,630
95%
205
Q3
38
AVG
-6
MEDIAN
-7
Q1
-53
5%
-197
MIN
-1,849
RANGE
3,479
IQR
91.0
STD
164
VAR
27,006
KURT.
19.1
SKEW
-0.327
SUM
-68,254
74
X74
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,066
(9%)
MAX
1,948
95%
198
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-204
MIN
-1,850
RANGE
3,798
IQR
90.0
STD
162
VAR
26,128
KURT.
18.8
SKEW
-0.178
SUM
-74,660
75
X75
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,086
(9%)
MAX
2,047
95%
196
Q3
37
MEDIAN
-7
AVG
-7
Q1
-53
5%
-208
MIN
-1,852
RANGE
3,899
IQR
90.0
STD
161
VAR
26,032
KURT.
19.4
SKEW
-0.227
SUM
-80,758
76
X76
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,069
(9%)
MAX
2,047
95%
192
Q3
37
MEDIAN
-7
AVG
-7
Q1
-53
5%
-201
MIN
-1,868
RANGE
3,915
IQR
90.0
STD
164
VAR
26,867
KURT.
20.9
SKEW
-0.414
SUM
-84,269
77
X77
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,081
(9%)
MAX
2,047
95%
192
Q3
37
MEDIAN
-7
AVG
-7
Q1
-53
5%
-204
MIN
-1,799
RANGE
3,846
IQR
90.0
STD
165
VAR
27,371
KURT.
19.7
SKEW
-0.236
SUM
-83,975
78
X78
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,076
(9%)
MAX
2,047
95%
195
Q3
36
MEDIAN
-7
AVG
-7
Q1
-54
5%
-201
MIN
-1,650
RANGE
3,697
IQR
90.0
STD
165
VAR
27,325
KURT.
20.2
SKEW
0.052
SUM
-82,641
79
X79
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,057
(9%)
MAX
2,047
95%
193
Q3
36
AVG
-7
MEDIAN
-8
Q1
-54
5%
-200
MIN
-1,838
RANGE
3,885
IQR
90.0
STD
165
VAR
27,080
KURT.
22.9
SKEW
-0.337
SUM
-85,276
80
X80
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,062
(9%)
MAX
1,925
95%
188
Q3
36
MEDIAN
-8
AVG
-8
Q1
-54
5%
-193
MIN
-1,872
RANGE
3,797
IQR
90.0
STD
166
VAR
27,465
KURT.
25.8
SKEW
-0.956
SUM
-94,519
81
X81
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,061
(9%)
MAX
1,818
95%
183
Q3
37
MEDIAN
-8
AVG
-9
Q1
-55
5%
-197
MIN
-1,884
RANGE
3,702
IQR
92.0
STD
169
VAR
28,471
KURT.
27.0
SKEW
-1.26
SUM
-108k
82
X82
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,055
(9%)
MAX
2,047
95%
185
Q3
36
MEDIAN
-8
AVG
-10
Q1
-54
5%
-203
MIN
-1,884
RANGE
3,931
IQR
90.0
STD
171
VAR
29,259
KURT.
27.0
SKEW
-1.41
SUM
-119k
83
X83
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,069
(9%)
MAX
2,047
95%
182
Q3
36
MEDIAN
-9
AVG
-11
Q1
-55
5%
-206
MIN
-1,848
RANGE
3,895
IQR
91.0
STD
168
VAR
28,172
KURT.
23.9
SKEW
-1.12
SUM
-125k
84
X84
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,053
(9%)
MAX
2,047
95%
188
Q3
35
MEDIAN
-8
AVG
-11
Q1
-55
5%
-206
MIN
-1,866
RANGE
3,913
IQR
90.0
STD
162
VAR
26,325
KURT.
20.0
SKEW
-0.620
SUM
-123k
85
X85
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,051
(9%)
MAX
2,047
95%
189
Q3
35
MEDIAN
-8
AVG
-11
Q1
-55
5%
-207
MIN
-1,835
RANGE
3,882
IQR
90.0
STD
159
VAR
25,318
KURT.
18.7
SKEW
-0.544
SUM
-121k
86
X86
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,087
(9%)
MAX
2,047
95%
188
Q3
35
MEDIAN
-8
AVG
-10
Q1
-56
5%
-203
MIN
-1,678
RANGE
3,725
IQR
91.0
STD
160
VAR
25,593
KURT.
17.9
SKEW
-0.508
SUM
-116k
87
X87
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,072
(9%)
MAX
2,047
95%
187
Q3
36
MEDIAN
-8
AVG
-9
Q1
-55
5%
-203
MIN
-1,863
RANGE
3,910
IQR
91.0
STD
163
VAR
26,578
KURT.
18.7
SKEW
-0.523
SUM
-109k
88
X88
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,748
95%
190
Q3
36
MEDIAN
-8
AVG
-9
Q1
-55
5%
-203
MIN
-1,858
RANGE
3,606
IQR
91.0
STD
164
VAR
26,769
KURT.
19.4
SKEW
-0.545
SUM
-102k
89
X89
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,047
(9%)
MAX
1,450
95%
182
Q3
36
MEDIAN
-7
AVG
-8
Q1
-53
5%
-195
MIN
-1,689
RANGE
3,139
IQR
89.2
STD
163
VAR
26,475
KURT.
19.0
SKEW
-0.646
SUM
-95,905
90
X90
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,063
(9%)
MAX
1,368
95%
194
Q3
37
MEDIAN
-7
AVG
-8
Q1
-54
5%
-197
MIN
-1,849
RANGE
3,217
IQR
91.0
STD
162
VAR
26,304
KURT.
18.7
SKEW
-0.674
SUM
-92,170
91
X91
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,079
(9%)
MAX
1,224
95%
197
Q3
38
MEDIAN
-7
AVG
-8
Q1
-53
5%
-196
MIN
-1,865
RANGE
3,089
IQR
91.0
STD
163
VAR
26,614
KURT.
17.3
SKEW
-0.641
SUM
-87,913
92
X92
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,076
(9%)
MAX
1,227
95%
199
Q3
37
AVG
-7
MEDIAN
-7
Q1
-53
5%
-194
MIN
-1,838
RANGE
3,065
IQR
90.0
STD
163
VAR
26,598
KURT.
18.3
SKEW
-0.641
SUM
-77,895
93
X93
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,052
(9%)
MAX
1,454
95%
197
Q3
37
MEDIAN
-6
AVG
-6
Q1
-53
5%
-193
MIN
-1,771
RANGE
3,225
IQR
90.0
STD
161
VAR
25,772
KURT.
18.0
SKEW
-0.398
SUM
-70,300
94
X94
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,053
(9%)
MAX
1,502
95%
194
Q3
37
AVG
-5
MEDIAN
-7
Q1
-52
5%
-188
MIN
-1,849
RANGE
3,351
IQR
89.0
STD
159
VAR
25,405
KURT.
18.1
SKEW
-0.294
SUM
-62,991
95
X95
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,061
(9%)
MAX
1,421
95%
205
Q3
37
AVG
-5
MEDIAN
-6
Q1
-53
5%
-184
MIN
-1,846
RANGE
3,267
IQR
90.0
STD
162
VAR
26,179
KURT.
19.8
SKEW
-0.508
SUM
-61,189
96
X96
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,074
(9%)
MAX
1,346
95%
197
Q3
38
AVG
-5
MEDIAN
-6
Q1
-53
5%
-190
MIN
-1,815
RANGE
3,161
IQR
91.0
STD
165
VAR
27,251
KURT.
20.6
SKEW
-0.456
SUM
-62,990
97
X97
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,067
(9%)
MAX
1,505
95%
206
Q3
37
AVG
-6
MEDIAN
-7
Q1
-54
5%
-192
MIN
-1,745
RANGE
3,250
IQR
91.0
STD
168
VAR
28,384
KURT.
18.4
SKEW
-0.121
SUM
-66,731
98
X98
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
1,868
95%
202
Q3
37
AVG
-6
MEDIAN
-8
Q1
-54
5%
-194
MIN
-1,837
RANGE
3,705
IQR
91.0
STD
169
VAR
28,451
KURT.
18.9
SKEW
-0.041
SUM
-73,041
99
X99
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,081
(9%)
MAX
2,047
95%
211
Q3
38
AVG
-7
MEDIAN
-7
Q1
-54
5%
-196
MIN
-1,864
RANGE
3,911
IQR
92.0
STD
168
VAR
28,366
KURT.
18.5
SKEW
-0.229
SUM
-79,061
100
X100
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,108
(10%)
MAX
2,047
95%
203
Q3
37
MEDIAN
-6
AVG
-7
Q1
-54
5%
-194
MIN
-1,747
RANGE
3,794
IQR
91.0
STD
171
VAR
29,127
KURT.
20.3
SKEW
-0.708
SUM
-83,596
101
X101
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,078
(9%)
MAX
2,047
95%
202
Q3
37
MEDIAN
-7
AVG
-7
Q1
-54
5%
-195
MIN
-1,868
RANGE
3,915
IQR
91.0
STD
172
VAR
29,736
KURT.
21.8
SKEW
-0.845
SUM
-81,501
102
X102
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,078
(9%)
MAX
2,047
95%
206
Q3
38
MEDIAN
-6
AVG
-7
Q1
-54
5%
-191
MIN
-1,869
RANGE
3,916
IQR
92.0
STD
171
VAR
29,333
KURT.
21.4
SKEW
-0.609
SUM
-75,052
103
X103
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
2,047
95%
199
Q3
38
AVG
-6
MEDIAN
-7
Q1
-54
5%
-190
MIN
-1,860
RANGE
3,907
IQR
92.0
STD
169
VAR
28,669
KURT.
22.9
SKEW
-0.495
SUM
-74,542
104
X104
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,090
(9%)
MAX
1,786
95%
195
Q3
38
MEDIAN
-7
AVG
-7
Q1
-53
5%
-197
MIN
-1,744
RANGE
3,530
IQR
91.0
STD
166
VAR
27,657
KURT.
19.6
SKEW
-0.319
SUM
-82,816
105
X105
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,090
(9%)
MAX
1,568
95%
191
Q3
38
MEDIAN
-8
AVG
-8
Q1
-54
5%
-197
MIN
-1,582
RANGE
3,150
IQR
92.0
STD
166
VAR
27,700
KURT.
18.8
SKEW
-0.451
SUM
-95,392
106
X106
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,407
95%
190
Q3
36
MEDIAN
-7
AVG
-9
Q1
-53
5%
-201
MIN
-1,784
RANGE
3,191
IQR
89.0
STD
166
VAR
27,602
KURT.
18.9
SKEW
-0.775
SUM
-108k
107
X107
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,060
(9%)
MAX
1,249
95%
189
Q3
36
MEDIAN
-8
AVG
-10
Q1
-54
5%
-202
MIN
-1,829
RANGE
3,078
IQR
90.0
STD
164
VAR
26,879
KURT.
18.6
SKEW
-0.893
SUM
-114k
108
X108
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,060
(9%)
MAX
1,308
95%
186
Q3
36
MEDIAN
-8
AVG
-10
Q1
-54
5%
-198
MIN
-1,768
RANGE
3,076
IQR
90.0
STD
164
VAR
26,904
KURT.
19.9
SKEW
-1.01
SUM
-116k
109
X109
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,058
(9%)
MAX
1,252
95%
187
Q3
36
MEDIAN
-8
AVG
-10
Q1
-54
5%
-206
MIN
-1,736
RANGE
2,988
IQR
90.0
STD
166
VAR
27,482
KURT.
20.4
SKEW
-1.10
SUM
-118k
110
X110
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
1,377
95%
190
Q3
37
MEDIAN
-7
AVG
-10
Q1
-55
5%
-208
MIN
-1,789
RANGE
3,166
IQR
92.0
STD
169
VAR
28,465
KURT.
19.7
SKEW
-0.978
SUM
-116k
111
X111
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,073
(9%)
MAX
1,513
95%
194
Q3
38
MEDIAN
-7
AVG
-10
Q1
-55
5%
-208
MIN
-1,867
RANGE
3,380
IQR
93.0
STD
169
VAR
28,416
KURT.
18.7
SKEW
-0.785
SUM
-110k
112
X112
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,086
(9%)
MAX
1,815
95%
195
Q3
37
MEDIAN
-8
AVG
-9
Q1
-55
5%
-206
MIN
-1,841
RANGE
3,656
IQR
92.0
STD
165
VAR
27,302
KURT.
18.7
SKEW
-0.527
SUM
-103k
113
X113
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,045
(9%)
MAX
2,047
95%
193
Q3
36
MEDIAN
-8
AVG
-9
Q1
-54
5%
-206
MIN
-1,867
RANGE
3,914
IQR
90.0
STD
161
VAR
26,052
KURT.
19.4
SKEW
-0.220
SUM
-100k
114
X114
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,071
(9%)
MAX
2,047
95%
194
Q3
36
MEDIAN
-7
AVG
-9
Q1
-55
5%
-210
MIN
-1,858
RANGE
3,905
IQR
91.0
STD
162
VAR
26,396
KURT.
19.8
SKEW
-0.212
SUM
-105k
115
X115
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,087
(9%)
MAX
2,047
95%
195
Q3
36
MEDIAN
-8
AVG
-9
Q1
-55
5%
-208
MIN
-1,868
RANGE
3,915
IQR
91.0
STD
165
VAR
27,326
KURT.
20.7
SKEW
-0.450
SUM
-109k
116
X116
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,059
(9%)
MAX
2,047
95%
184
Q3
36
MEDIAN
-7
AVG
-10
Q1
-54
5%
-206
MIN
-1,813
RANGE
3,860
IQR
90.0
STD
165
VAR
27,069
KURT.
21.8
SKEW
-0.630
SUM
-111k
117
X117
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,050
(9%)
MAX
2,047
95%
181
Q3
36
MEDIAN
-7
AVG
-9
Q1
-53
5%
-202
MIN
-1,829
RANGE
3,876
IQR
89.0
STD
161
VAR
25,761
KURT.
21.5
SKEW
-0.559
SUM
-108k
118
X118
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,054
(9%)
MAX
2,047
95%
176
Q3
36
MEDIAN
-8
AVG
-9
Q1
-53
5%
-198
MIN
-1,868
RANGE
3,915
IQR
89.0
STD
159
VAR
25,175
KURT.
22.4
SKEW
-0.404
SUM
-102k
119
X119
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,053
(9%)
MAX
2,047
95%
182
Q3
36
MEDIAN
-8
AVG
-8
Q1
-53
5%
-194
MIN
-1,793
RANGE
3,840
IQR
89.0
STD
159
VAR
25,194
KURT.
22.1
SKEW
-0.235
SUM
-96,862
120
X120
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,037
(9%)
MAX
2,047
95%
176
Q3
37
AVG
-8
MEDIAN
-8
Q1
-54
5%
-192
MIN
-1,637
RANGE
3,684
IQR
91.0
STD
157
VAR
24,500
KURT.
19.7
SKEW
0.035
SUM
-89,224
121
X121
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,037
(9%)
MAX
2,047
95%
179
Q3
37
AVG
-8
MEDIAN
-8
Q1
-54
5%
-193
MIN
-1,415
RANGE
3,462
IQR
91.0
STD
154
VAR
23,679
KURT.
17.1
SKEW
0.176
SUM
-87,974
122
X122
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,024
(9%)
MAX
1,950
95%
184
Q3
37
MEDIAN
-7
AVG
-8
Q1
-54
5%
-196
MIN
-1,830
RANGE
3,780
IQR
91.0
STD
156
VAR
24,439
KURT.
18.3
SKEW
-0.216
SUM
-93,625
123
X123
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,049
(9%)
MAX
1,771
95%
185
Q3
37
MEDIAN
-8
AVG
-9
Q1
-54
5%
-197
MIN
-1,877
RANGE
3,648
IQR
91.0
STD
163
VAR
26,443
KURT.
21.0
SKEW
-0.889
SUM
-109k
124
X124
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,068
(9%)
MAX
1,618
95%
187
Q3
36
MEDIAN
-8
AVG
-11
Q1
-55
5%
-203
MIN
-1,885
RANGE
3,503
IQR
91.0
STD
167
VAR
27,942
KURT.
21.3
SKEW
-1.19
SUM
-121k
125
X125
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,066
(9%)
MAX
1,483
95%
185
Q3
37
MEDIAN
-8
AVG
-11
Q1
-55
5%
-201
MIN
-1,839
RANGE
3,322
IQR
92.0
STD
167
VAR
27,866
KURT.
19.1
SKEW
-1.01
SUM
-127k
126
X126
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,067
(9%)
MAX
1,448
95%
195
Q3
37
MEDIAN
-8
AVG
-11
Q1
-55
5%
-201
MIN
-1,863
RANGE
3,311
IQR
92.0
STD
164
VAR
26,902
KURT.
18.3
SKEW
-0.926
SUM
-123k
127
X127
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,424
95%
202
Q3
36
MEDIAN
-8
AVG
-10
Q1
-55
5%
-199
MIN
-1,863
RANGE
3,287
IQR
91.0
STD
163
VAR
26,514
KURT.
17.1
SKEW
-0.898
SUM
-114k
128
X128
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,065
(9%)
MAX
1,305
95%
202
Q3
36
MEDIAN
-8
AVG
-9
Q1
-55
5%
-203
MIN
-1,774
RANGE
3,079
IQR
91.0
STD
163
VAR
26,517
KURT.
18.2
SKEW
-0.812
SUM
-106k
129
X129
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,054
(9%)
MAX
1,445
95%
200
Q3
36
MEDIAN
-8
AVG
-8
Q1
-55
5%
-203
MIN
-1,864
RANGE
3,309
IQR
91.2
STD
161
VAR
25,918
KURT.
20.5
SKEW
-0.740
SUM
-94,725
130
X130
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,041
(9%)
MAX
1,376
95%
191
Q3
36
MEDIAN
-7
AVG
-8
Q1
-54
5%
-201
MIN
-1,847
RANGE
3,223
IQR
90.2
STD
158
VAR
25,059
KURT.
18.1
SKEW
-0.425
SUM
-87,738
131
X131
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,080
(9%)
MAX
1,383
95%
191
Q3
36
MEDIAN
-7
AVG
-7
Q1
-53
5%
-199
MIN
-1,589
RANGE
2,972
IQR
89.0
STD
157
VAR
24,716
KURT.
16.3
SKEW
-0.033
SUM
-84,796
132
X132
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,039
(9%)
MAX
1,908
95%
185
Q3
36
MEDIAN
-7
AVG
-7
Q1
-53
5%
-196
MIN
-1,719
RANGE
3,627
IQR
89.0
STD
159
VAR
25,179
KURT.
20.1
SKEW
-0.149
SUM
-85,559
133
X133
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,030
(9%)
MAX
2,047
95%
188
Q3
37
MEDIAN
-7
AVG
-8
Q1
-53
5%
-200
MIN
-1,859
RANGE
3,906
IQR
90.0
STD
160
VAR
25,659
KURT.
23.0
SKEW
-0.315
SUM
-87,312
134
X134
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,050
(9%)
MAX
2,047
95%
192
Q3
37
AVG
-7
MEDIAN
-7
Q1
-54
5%
-197
MIN
-1,824
RANGE
3,871
IQR
91.0
STD
162
VAR
26,245
KURT.
21.9
SKEW
-0.046
SUM
-79,323
135
X135
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,063
(9%)
MAX
2,047
95%
203
Q3
37
MEDIAN
-6
AVG
-6
Q1
-53
5%
-196
MIN
-1,843
RANGE
3,890
IQR
90.0
STD
164
VAR
26,982
KURT.
22.3
SKEW
0.036
SUM
-69,004
136
X136
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
2,047
95%
199
Q3
37
AVG
-5
MEDIAN
-7
Q1
-53
5%
-194
MIN
-1,784
RANGE
3,831
IQR
90.0
STD
166
VAR
27,617
KURT.
22.1
SKEW
0.129
SUM
-62,375
137
X137
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,064
(9%)
MAX
2,047
95%
200
Q3
37
AVG
-5
MEDIAN
-7
Q1
-52
5%
-189
MIN
-1,585
RANGE
3,632
IQR
89.0
STD
167
VAR
27,941
KURT.
20.8
SKEW
0.260
SUM
-59,237
138
X138
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,058
(9%)
MAX
2,047
95%
207
Q3
37
AVG
-6
MEDIAN
-6
Q1
-52
5%
-195
MIN
-1,765
RANGE
3,812
IQR
89.0
STD
167
VAR
28,028
KURT.
21.7
SKEW
-0.092
SUM
-64,249
139
X139
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,077
(9%)
MAX
2,047
95%
206
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-192
MIN
-1,857
RANGE
3,904
IQR
90.0
STD
168
VAR
28,231
KURT.
22.2
SKEW
-0.368
SUM
-72,237
140
X140
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,076
(9%)
MAX
2,047
95%
206
Q3
36
AVG
-7
MEDIAN
-7
Q1
-54
5%
-198
MIN
-1,867
RANGE
3,914
IQR
90.0
STD
169
VAR
28,415
KURT.
21.2
SKEW
-0.266
SUM
-80,469
141
X141
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
2,047
95%
201
Q3
35
AVG
-7
MEDIAN
-8
Q1
-55
5%
-202
MIN
-1,826
RANGE
3,873
IQR
90.0
STD
169
VAR
28,447
KURT.
21.8
SKEW
-0.254
SUM
-84,403
142
X142
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,065
(9%)
MAX
2,047
95%
198
Q3
35
AVG
-8
MEDIAN
-8
Q1
-55
5%
-199
MIN
-1,866
RANGE
3,913
IQR
90.0
STD
168
VAR
28,104
KURT.
22.8
SKEW
-0.137
SUM
-90,983
143
X143
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,079
(9%)
MAX
2,045
95%
207
Q3
35
MEDIAN
-8
AVG
-8
Q1
-56
5%
-199
MIN
-1,854
RANGE
3,899
IQR
91.0
STD
167
VAR
28,028
KURT.
21.4
SKEW
0.056
SUM
-94,039
144
X144
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,092
(9%)
MAX
2,047
95%
204
Q3
35
MEDIAN
-8
AVG
-9
Q1
-56
5%
-205
MIN
-1,789
RANGE
3,836
IQR
91.0
STD
168
VAR
28,198
KURT.
21.1
SKEW
-0.060
SUM
-99,002
145
X145
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,080
(9%)
MAX
2,047
95%
198
Q3
35
MEDIAN
-8
AVG
-9
Q1
-56
5%
-199
MIN
-1,872
RANGE
3,919
IQR
91.0
STD
168
VAR
28,316
KURT.
21.9
SKEW
-0.101
SUM
-98,648
146
X146
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,090
(9%)
MAX
2,047
95%
199
Q3
35
MEDIAN
-8
AVG
-8
Q1
-55
5%
-199
MIN
-1,866
RANGE
3,913
IQR
90.0
STD
168
VAR
28,160
KURT.
21.1
SKEW
0.045
SUM
-94,760
147
X147
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,074
(9%)
MAX
2,047
95%
200
Q3
35
AVG
-8
MEDIAN
-9
Q1
-57
5%
-199
MIN
-1,675
RANGE
3,722
IQR
92.0
STD
167
VAR
27,802
KURT.
20.0
SKEW
0.106
SUM
-88,451
148
X148
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,086
(9%)
MAX
1,934
95%
199
Q3
34
AVG
-7
MEDIAN
-9
Q1
-55
5%
-192
MIN
-1,778
RANGE
3,712
IQR
89.0
STD
166
VAR
27,449
KURT.
20.1
SKEW
0.063
SUM
-84,600
149
X149
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,074
(9%)
MAX
1,644
95%
200
Q3
35
AVG
-7
MEDIAN
-9
Q1
-55
5%
-192
MIN
-1,733
RANGE
3,377
IQR
90.0
STD
167
VAR
27,933
KURT.
19.8
SKEW
-0.268
SUM
-83,131
150
X150
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,066
(9%)
MAX
1,524
95%
206
Q3
36
AVG
-7
MEDIAN
-8
Q1
-54
5%
-190
MIN
-1,862
RANGE
3,386
IQR
90.0
STD
168
VAR
28,277
KURT.
20.1
SKEW
-0.510
SUM
-80,280
151
X151
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,069
(9%)
MAX
1,565
95%
215
Q3
36
AVG
-7
MEDIAN
-8
Q1
-54
5%
-190
MIN
-1,861
RANGE
3,426
IQR
90.0
STD
167
VAR
28,043
KURT.
19.7
SKEW
-0.523
SUM
-77,703
152
X152
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,682
95%
210
Q3
36
AVG
-6
MEDIAN
-7
Q1
-53
5%
-195
MIN
-1,857
RANGE
3,539
IQR
89.0
STD
165
VAR
27,245
KURT.
19.3
SKEW
-0.298
SUM
-73,086
153
X153
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,071
(9%)
MAX
1,977
95%
204
Q3
37
AVG
-6
MEDIAN
-7
Q1
-53
5%
-197
MIN
-1,839
RANGE
3,816
IQR
90.0
STD
164
VAR
26,978
KURT.
19.4
SKEW
-0.235
SUM
-73,874
154
X154
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,061
(9%)
MAX
2,047
95%
202
Q3
36
AVG
-6
MEDIAN
-7
Q1
-53
5%
-199
MIN
-1,860
RANGE
3,907
IQR
89.0
STD
166
VAR
27,631
KURT.
22.9
SKEW
-0.592
SUM
-74,350
155
X155
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,042
(9%)
MAX
2,047
95%
203
Q3
36
AVG
-6
MEDIAN
-7
Q1
-52
5%
-193
MIN
-1,843
RANGE
3,890
IQR
88.0
STD
168
VAR
28,272
KURT.
24.4
SKEW
-0.749
SUM
-72,639
156
X156
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,068
(9%)
MAX
1,902
95%
211
Q3
35
AVG
-6
MEDIAN
-7
Q1
-52
5%
-195
MIN
-1,863
RANGE
3,765
IQR
87.5
STD
167
VAR
27,911
KURT.
21.0
SKEW
-0.517
SUM
-66,792
157
X157
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,073
(9%)
MAX
1,681
95%
213
Q3
36
AVG
-5
MEDIAN
-7
Q1
-52
5%
-194
MIN
-1,861
RANGE
3,542
IQR
88.0
STD
166
VAR
27,704
KURT.
19.4
SKEW
-0.410
SUM
-60,443
158
X158
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,071
(9%)
MAX
1,502
95%
210
Q3
36
AVG
-5
MEDIAN
-7
Q1
-52
5%
-191
MIN
-1,845
RANGE
3,347
IQR
88.0
STD
168
VAR
28,074
KURT.
19.0
SKEW
-0.368
SUM
-53,844
159
X159
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,082
(9%)
MAX
1,314
95%
210
Q3
37
AVG
-5
MEDIAN
-7
Q1
-53
5%
-192
MIN
-1,820
RANGE
3,134
IQR
90.0
STD
169
VAR
28,703
KURT.
19.2
SKEW
-0.341
SUM
-53,344
160
X160
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,084
(9%)
MAX
1,431
95%
210
Q3
36
AVG
-5
MEDIAN
-6
Q1
-52
5%
-195
MIN
-1,864
RANGE
3,295
IQR
88.0
STD
171
VAR
29,118
KURT.
19.9
SKEW
-0.418
SUM
-54,858
161
X161
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,089
(9%)
MAX
1,543
95%
211
Q3
36
AVG
-6
MEDIAN
-7
Q1
-52
5%
-197
MIN
-1,868
RANGE
3,411
IQR
88.0
STD
171
VAR
29,179
KURT.
21.1
SKEW
-0.633
SUM
-64,985
162
X162
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,080
(9%)
MAX
1,556
95%
200
Q3
37
MEDIAN
-7
AVG
-7
Q1
-52
5%
-205
MIN
-1,855
RANGE
3,411
IQR
89.0
STD
168
VAR
28,273
KURT.
21.1
SKEW
-0.608
SUM
-82,459
163
X163
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,597
95%
188
Q3
35
MEDIAN
-7
AVG
-9
Q1
-53
5%
-211
MIN
-1,852
RANGE
3,449
IQR
88.0
STD
167
VAR
27,828
KURT.
19.6
SKEW
-0.463
SUM
-101k
164
X164
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,068
(9%)
MAX
1,629
95%
186
Q3
35
MEDIAN
-8
AVG
-10
Q1
-54
5%
-210
MIN
-1,870
RANGE
3,499
IQR
89.0
STD
167
VAR
27,889
KURT.
21.3
SKEW
-0.692
SUM
-113k
165
X165
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,091
(9%)
MAX
1,726
95%
192
Q3
34
MEDIAN
-8
AVG
-10
Q1
-54
5%
-206
MIN
-1,847
RANGE
3,573
IQR
88.0
STD
168
VAR
28,142
KURT.
21.8
SKEW
-0.758
SUM
-116k
166
X166
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
2,047
95%
200
Q3
35
MEDIAN
-9
AVG
-10
Q1
-55
5%
-211
MIN
-1,578
RANGE
3,625
IQR
90.0
STD
167
VAR
27,885
KURT.
19.8
SKEW
-0.482
SUM
-113k
167
X167
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,083
(9%)
MAX
2,047
95%
199
Q3
35
MEDIAN
-9
AVG
-10
Q1
-55
5%
-206
MIN
-1,838
RANGE
3,885
IQR
90.0
STD
167
VAR
27,910
KURT.
20.7
SKEW
-0.471
SUM
-112k
168
X168
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,063
(9%)
MAX
2,047
95%
204
Q3
34
MEDIAN
-8
AVG
-9
Q1
-55
5%
-204
MIN
-1,763
RANGE
3,810
IQR
89.0
STD
167
VAR
27,758
KURT.
20.9
SKEW
-0.502
SUM
-108k
169
X169
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,076
(9%)
MAX
2,047
95%
198
Q3
35
MEDIAN
-8
AVG
-9
Q1
-55
5%
-208
MIN
-1,860
RANGE
3,907
IQR
90.0
STD
165
VAR
27,303
KURT.
20.9
SKEW
-0.390
SUM
-109k
170
X170
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
1,777
95%
191
Q3
34
MEDIAN
-9
AVG
-10
Q1
-55
5%
-204
MIN
-1,867
RANGE
3,644
IQR
89.0
STD
165
VAR
27,111
KURT.
22.6
SKEW
-0.675
SUM
-117k
171
X171
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,060
(9%)
MAX
1,472
95%
180
Q3
34
MEDIAN
-10
AVG
-12
Q1
-56
5%
-202
MIN
-1,865
RANGE
3,337
IQR
90.0
STD
166
VAR
27,606
KURT.
22.7
SKEW
-1.03
SUM
-134k
172
X172
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,072
(9%)
MAX
1,319
95%
183
Q3
33
MEDIAN
-10
AVG
-13
Q1
-56
5%
-203
MIN
-1,642
RANGE
2,961
IQR
89.0
STD
169
VAR
28,410
KURT.
18.6
SKEW
-1.000
SUM
-149k
173
X173
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,082
(9%)
MAX
1,436
95%
182
Q3
33
MEDIAN
-10
AVG
-14
Q1
-56
5%
-209
MIN
-1,723
RANGE
3,159
IQR
89.0
STD
169
VAR
28,411
KURT.
17.6
SKEW
-0.864
SUM
-157k
174
X174
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,089
(9%)
MAX
1,733
95%
180
Q3
34
MEDIAN
-10
AVG
-13
Q1
-55
5%
-216
MIN
-1,866
RANGE
3,599
IQR
89.0
STD
167
VAR
27,975
KURT.
18.4
SKEW
-0.770
SUM
-154k
175
X175
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,053
(9%)
MAX
1,958
95%
174
Q3
34
MEDIAN
-9
AVG
-13
Q1
-56
5%
-213
MIN
-1,863
RANGE
3,821
IQR
90.0
STD
164
VAR
26,975
KURT.
19.6
SKEW
-0.704
SUM
-150k
176
X176
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,055
(9%)
MAX
2,047
95%
174
Q3
34
MEDIAN
-9
AVG
-13
Q1
-55
5%
-208
MIN
-1,781
RANGE
3,828
IQR
89.0
STD
163
VAR
26,535
KURT.
21.6
SKEW
-0.700
SUM
-146k
177
X177
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,070
(9%)
MAX
2,047
95%
177
Q3
34
MEDIAN
-9
AVG
-12
Q1
-55
5%
-211
MIN
-1,727
RANGE
3,774
IQR
89.0
STD
163
VAR
26,532
KURT.
20.2
SKEW
-0.524
SUM
-143k
178
X178
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
1,071
(9%)
MAX
1,915
95%
181
Q3
34
MEDIAN
-9
AVG
-12
Q1
-55
5%
-212
MIN
-1,829
RANGE
3,744
IQR
89.0
STD
165
VAR
27,176
KURT.
19.0
SKEW
-0.483
SUM
-140k
179
y
VALUES:
11,500
(100%)
MISSING:
---
DISTINCT:
5
(0%)
target_var
MISSING:
---
TOP CATEGORIES
target_var
0
9,200
80%
1
2,300
20%
ALL
11,500
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
target_var
PROVIDES INFORMATION ON...
y
0.31

THESE FEATURES GIVE INFORMATION
ON target_var:
y
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target_var
CORRELATION RATIO WITH...
X11
0.06
X10
0.05
X12
0.05
X44
0.05
X158
0.05
X159
0.05
X160
0.05
X43
0.05
X9
0.05
X8
0.04
X95
0.04
X7
0.04
X94
0.04
X157
0.04
Associations
Showing ONLY dataset "df"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
target_var
MISSING:
---
TOP CATEGORIES
target_var
0
9,200
80%
1
2,300
20%
ALL
11,500
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
target_var
PROVIDES INFORMATION ON...
y
0.31

THESE FEATURES GIVE INFORMATION
ON target_var:
y
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target_var
CORRELATION RATIO WITH...
X11
0.06
X10
0.05
X12
0.05
X44
0.05
X158
0.05
X159
0.05
X160
0.05
X43
0.05
X9
0.05
X8
0.04
X95
0.04
X7
0.04
X94
0.04
X157
0.04
X1
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X2
0.95
X3
0.81
X4
0.61
X5
0.39
X6
0.22
X18
-0.14
X19
-0.14
X17
-0.13
X31
0.13
X30
0.12
X32
0.12
X20
-0.12
X29
0.11
X7
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
116
1.0%
-5
101
0.9%
-10
87
0.8%
-15
87
0.8%
9
85
0.7%
5
81
0.7%
-14
81
0.7%
-21
80
0.7%
-23
80
0.7%
-16
79
0.7%
-27
79
0.7%
11
78
0.7%
6
78
0.7%
18
77
0.7%
26
77
0.7%
SMALLEST VALUES
-1839
1
0.0%
-1741
1
0.0%
-1676
1
0.0%
-1548
1
0.0%
-1476
1
0.0%
-1350
1
0.0%
-1285
1
0.0%
-1269
1
0.0%
-1256
1
0.0%
-1172
1
0.0%
-1154
1
0.0%
-1112
1
0.0%
-1108
1
0.0%
-1075
1
0.0%
-1072
1
0.0%
LARGEST VALUES
1726
1
0.0%
1628
1
0.0%
1314
1
0.0%
1310
1
0.0%
1300
1
0.0%
1291
1
0.0%
1242
1
0.0%
1235
1
0.0%
1187
1
0.0%
1084
1
0.0%
1031
1
0.0%
1030
1
0.0%
1022
1
0.0%
1002
1
0.0%
1001
1
0.0%
X2
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X1
0.95
X3
0.94
X4
0.79
X5
0.58
X6
0.37
X7
0.21
X31
0.14
X30
0.13
X19
-0.13
X32
0.13
X20
-0.13
X18
-0.12
X21
-0.12
X29
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
109
0.9%
-5
90
0.8%
-9
86
0.7%
-21
83
0.7%
11
82
0.7%
0
81
0.7%
10
81
0.7%
-4
79
0.7%
-3
79
0.7%
-10
79
0.7%
-24
79
0.7%
-8
78
0.7%
-2
78
0.7%
-42
76
0.7%
14
76
0.7%
SMALLEST VALUES
-1838
1
0.0%
-1615
1
0.0%
-1587
1
0.0%
-1528
1
0.0%
-1493
1
0.0%
-1454
1
0.0%
-1283
1
0.0%
-1261
1
0.0%
-1234
1
0.0%
-1230
1
0.0%
-1223
1
0.0%
-1221
1
0.0%
-1196
1
0.0%
-1176
1
0.0%
-1143
1
0.0%
LARGEST VALUES
1713
1
0.0%
1534
1
0.0%
1356
1
0.0%
1300
1
0.0%
1282
1
0.0%
1232
1
0.0%
1226
1
0.0%
1158
1
0.0%
1122
1
0.0%
1112
1
0.0%
1104
1
0.0%
983
1
0.0%
980
1
0.0%
977
1
0.0%
971
1
0.0%
X3
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X2
0.94
X4
0.94
X1
0.81
X5
0.78
X6
0.57
X7
0.38
X8
0.23
X20
-0.14
X21
-0.14
X9
0.13
X31
0.13
X19
-0.13
X22
-0.13
X32
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
112
1.0%
0
95
0.8%
3
95
0.8%
-16
88
0.8%
-5
87
0.8%
4
86
0.7%
8
84
0.7%
20
83
0.7%
7
81
0.7%
-17
80
0.7%
10
79
0.7%
-11
79
0.7%
6
78
0.7%
-7
77
0.7%
-24
77
0.7%
SMALLEST VALUES
-1835
1
0.0%
-1741
1
0.0%
-1681
1
0.0%
-1564
1
0.0%
-1516
1
0.0%
-1492
1
0.0%
-1406
1
0.0%
-1254
1
0.0%
-1244
1
0.0%
-1210
1
0.0%
-1182
1
0.0%
-1176
1
0.0%
-1149
1
0.0%
-1131
1
0.0%
-1110
1
0.0%
LARGEST VALUES
1697
1
0.0%
1348
1
0.0%
1274
1
0.0%
1188
1
0.0%
1162
1
0.0%
1149
1
0.0%
1068
1
0.0%
1025
1
0.0%
1013
1
0.0%
1008
1
0.0%
975
1
0.0%
971
1
0.0%
946
1
0.0%
924
1
0.0%
922
1
0.0%
X4
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X3
0.94
X5
0.94
X2
0.79
X6
0.78
X1
0.61
X7
0.59
X8
0.40
X9
0.25
X10
0.15
X21
-0.15
X22
-0.14
X20
-0.14
X23
-0.13
X19
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
91
0.8%
-16
87
0.8%
9
84
0.7%
0
82
0.7%
-14
82
0.7%
-10
81
0.7%
-20
80
0.7%
-5
79
0.7%
-25
79
0.7%
1
79
0.7%
2
78
0.7%
-8
77
0.7%
10
76
0.7%
11
75
0.7%
5
75
0.7%
SMALLEST VALUES
-1845
1
0.0%
-1687
1
0.0%
-1630
1
0.0%
-1507
1
0.0%
-1436
1
0.0%
-1395
1
0.0%
-1370
1
0.0%
-1359
1
0.0%
-1325
1
0.0%
-1288
1
0.0%
-1252
1
0.0%
-1224
1
0.0%
-1213
1
0.0%
-1197
1
0.0%
-1177
1
0.0%
LARGEST VALUES
1612
1
0.0%
1226
1
0.0%
1167
2
0.0%
1077
1
0.0%
1075
1
0.0%
1073
1
0.0%
1057
1
0.0%
1039
1
0.0%
993
1
0.0%
984
1
0.0%
976
1
0.0%
971
1
0.0%
951
1
0.0%
950
1
0.0%
943
1
0.0%
X5
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X6
0.94
X4
0.94
X7
0.79
X3
0.78
X8
0.60
X2
0.58
X9
0.41
X1
0.39
X10
0.27
X11
0.16
X22
-0.15
X21
-0.14
X23
-0.14
X20
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
88
0.8%
-12
84
0.7%
13
83
0.7%
-24
82
0.7%
-11
82
0.7%
-7
80
0.7%
-10
80
0.7%
-13
79
0.7%
-14
77
0.7%
-5
77
0.7%
4
76
0.7%
-8
76
0.7%
-32
76
0.7%
-19
76
0.7%
0
76
0.7%
SMALLEST VALUES
-1791
1
0.0%
-1755
1
0.0%
-1474
1
0.0%
-1458
1
0.0%
-1382
1
0.0%
-1368
1
0.0%
-1322
1
0.0%
-1291
1
0.0%
-1269
1
0.0%
-1215
1
0.0%
-1186
1
0.0%
-1184
1
0.0%
-1159
1
0.0%
-1157
1
0.0%
-1156
1
0.0%
LARGEST VALUES
1518
1
0.0%
1437
1
0.0%
1252
1
0.0%
1244
1
0.0%
1095
1
0.0%
1092
1
0.0%
1050
1
0.0%
1018
1
0.0%
1004
1
0.0%
1001
1
0.0%
950
1
0.0%
948
1
0.0%
944
1
0.0%
932
1
0.0%
927
1
0.0%
X6
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X7
0.94
X5
0.94
X8
0.79
X4
0.78
X9
0.61
X3
0.57
X10
0.43
X2
0.37
X11
0.28
X1
0.22
X12
0.17
X23
-0.13
X22
-0.12
X24
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
105
0.9%
-11
85
0.7%
-9
82
0.7%
4
80
0.7%
-20
80
0.7%
-5
79
0.7%
-7
79
0.7%
-18
78
0.7%
-3
77
0.7%
-32
77
0.7%
-21
77
0.7%
-23
76
0.7%
-10
76
0.7%
-28
75
0.7%
-17
75
0.7%
SMALLEST VALUES
-1757
1
0.0%
-1743
1
0.0%
-1505
1
0.0%
-1462
1
0.0%
-1343
1
0.0%
-1332
1
0.0%
-1325
1
0.0%
-1276
1
0.0%
-1231
1
0.0%
-1134
1
0.0%
-1128
1
0.0%
-1101
1
0.0%
-1093
1
0.0%
-1088
1
0.0%
-1080
1
0.0%
LARGEST VALUES
1816
1
0.0%
1429
1
0.0%
1356
1
0.0%
1244
1
0.0%
1242
1
0.0%
1192
1
0.0%
1184
1
0.0%
1180
1
0.0%
1125
1
0.0%
1118
1
0.0%
1085
1
0.0%
1031
1
0.0%
995
1
0.0%
961
1
0.0%
959
1
0.0%
X7
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X8
0.94
X6
0.94
X9
0.80
X5
0.79
X10
0.62
X4
0.59
X11
0.44
X3
0.38
X12
0.28
X2
0.21
X13
0.16
X1
0.10
X24
-0.10
X23
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-13
94
0.8%
-1
90
0.8%
-2
89
0.8%
-30
83
0.7%
-7
82
0.7%
6
81
0.7%
-11
81
0.7%
-8
80
0.7%
-21
80
0.7%
-3
79
0.7%
7
79
0.7%
2
79
0.7%
-16
79
0.7%
-9
78
0.7%
18
78
0.7%
SMALLEST VALUES
-1832
1
0.0%
-1471
1
0.0%
-1349
1
0.0%
-1304
1
0.0%
-1297
1
0.0%
-1295
1
0.0%
-1289
1
0.0%
-1239
1
0.0%
-1201
1
0.0%
-1191
1
0.0%
-1176
1
0.0%
-1170
1
0.0%
-1155
1
0.0%
-1101
1
0.0%
-1076
1
0.0%
LARGEST VALUES
2047
1
0.0%
1592
1
0.0%
1366
1
0.0%
1310
1
0.0%
1289
1
0.0%
1199
1
0.0%
1176
1
0.0%
1154
1
0.0%
1149
1
0.0%
1126
1
0.0%
1062
1
0.0%
1058
1
0.0%
1044
1
0.0%
1041
1
0.0%
1018
1
0.0%
X8
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X9
0.95
X7
0.94
X10
0.81
X6
0.79
X11
0.62
X5
0.60
X12
0.43
X4
0.40
X13
0.26
X3
0.23
X14
0.14
X2
0.11
X37
0.09
X25
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.04
MOST FREQUENT VALUES
-1
122
1.1%
-10
87
0.8%
-13
83
0.7%
1
81
0.7%
-17
81
0.7%
19
80
0.7%
-2
79
0.7%
-15
79
0.7%
-20
79
0.7%
-7
78
0.7%
-11
78
0.7%
12
77
0.7%
5
77
0.7%
8
77
0.7%
-23
76
0.7%
SMALLEST VALUES
-1778
1
0.0%
-1615
1
0.0%
-1521
1
0.0%
-1501
1
0.0%
-1486
1
0.0%
-1479
1
0.0%
-1451
1
0.0%
-1381
1
0.0%
-1248
1
0.0%
-1239
1
0.0%
-1235
1
0.0%
-1214
1
0.0%
-1187
1
0.0%
-1169
1
0.0%
-1163
1
0.0%
LARGEST VALUES
2047
1
0.0%
1544
1
0.0%
1368
1
0.0%
1325
1
0.0%
1238
1
0.0%
1125
1
0.0%
1096
1
0.0%
1063
1
0.0%
1055
2
0.0%
1045
1
0.0%
1040
1
0.0%
1032
1
0.0%
1015
1
0.0%
1008
1
0.0%
1000
1
0.0%
X9
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X8
0.95
X10
0.95
X7
0.80
X11
0.80
X6
0.61
X12
0.61
X5
0.41
X13
0.40
X4
0.25
X14
0.24
X3
0.13
X15
0.13
X50
-0.10
X51
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
-1
99
0.9%
-10
89
0.8%
4
86
0.7%
0
84
0.7%
-12
84
0.7%
-4
84
0.7%
-7
83
0.7%
20
82
0.7%
-3
82
0.7%
-23
80
0.7%
3
80
0.7%
-5
79
0.7%
-8
79
0.7%
-19
78
0.7%
-21
77
0.7%
SMALLEST VALUES
-1840
1
0.0%
-1804
1
0.0%
-1791
1
0.0%
-1775
1
0.0%
-1616
1
0.0%
-1614
1
0.0%
-1559
1
0.0%
-1395
1
0.0%
-1341
1
0.0%
-1284
1
0.0%
-1267
1
0.0%
-1252
1
0.0%
-1235
1
0.0%
-1228
1
0.0%
-1216
1
0.0%
LARGEST VALUES
2047
1
0.0%
1611
1
0.0%
1381
1
0.0%
1139
1
0.0%
1131
1
0.0%
1076
1
0.0%
1063
1
0.0%
1055
1
0.0%
1042
1
0.0%
1016
1
0.0%
1012
1
0.0%
992
2
0.0%
948
1
0.0%
928
1
0.0%
911
1
0.0%
X10
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X9
0.95
X11
0.94
X8
0.81
X12
0.79
X7
0.62
X13
0.59
X6
0.43
X14
0.40
X5
0.27
X15
0.25
X4
0.15
X16
0.14
X28
-0.11
X51
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
7
91
0.8%
-1
90
0.8%
-32
86
0.7%
2
83
0.7%
-5
83
0.7%
-10
83
0.7%
-4
82
0.7%
3
82
0.7%
1
82
0.7%
-9
81
0.7%
9
81
0.7%
-2
81
0.7%
14
80
0.7%
-11
79
0.7%
11
79
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1862
1
0.0%
-1592
1
0.0%
-1420
1
0.0%
-1325
1
0.0%
-1324
1
0.0%
-1270
1
0.0%
-1265
1
0.0%
-1257
1
0.0%
-1212
1
0.0%
-1204
1
0.0%
-1147
1
0.0%
-1130
1
0.0%
-1114
1
0.0%
-1112
1
0.0%
LARGEST VALUES
2047
1
0.0%
1558
1
0.0%
1502
1
0.0%
1281
1
0.0%
1113
1
0.0%
1104
1
0.0%
1077
1
0.0%
1061
1
0.0%
1057
1
0.0%
1017
1
0.0%
1009
1
0.0%
948
1
0.0%
939
1
0.0%
937
1
0.0%
923
1
0.0%
X11
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X10
0.94
X12
0.94
X9
0.80
X13
0.79
X8
0.62
X14
0.59
X7
0.44
X15
0.42
X6
0.28
X16
0.27
X17
0.18
X5
0.16
X29
-0.13
X18
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.06
target_var
0.06
MOST FREQUENT VALUES
-11
94
0.8%
-1
91
0.8%
-6
90
0.8%
-5
86
0.7%
-8
85
0.7%
-4
83
0.7%
-30
82
0.7%
-10
82
0.7%
19
80
0.7%
-20
80
0.7%
-7
80
0.7%
-23
80
0.7%
-3
79
0.7%
17
77
0.7%
1
76
0.7%
SMALLEST VALUES
-1765
1
0.0%
-1443
1
0.0%
-1367
1
0.0%
-1306
1
0.0%
-1261
1
0.0%
-1219
1
0.0%
-1166
1
0.0%
-1160
1
0.0%
-1132
1
0.0%
-1124
1
0.0%
-1109
1
0.0%
-1098
1
0.0%
-1068
1
0.0%
-1062
1
0.0%
-1039
1
0.0%
LARGEST VALUES
2047
1
0.0%
1458
1
0.0%
1449
1
0.0%
1302
1
0.0%
1213
1
0.0%
1165
1
0.0%
1096
1
0.0%
1093
1
0.0%
1079
1
0.0%
1066
1
0.0%
1054
1
0.0%
1053
1
0.0%
1048
1
0.0%
1040
1
0.0%
1025
1
0.0%
X12
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X11
0.94
X13
0.94
X14
0.80
X10
0.79
X15
0.62
X9
0.61
X16
0.45
X8
0.43
X17
0.31
X7
0.28
X18
0.20
X6
0.17
X19
0.14
X29
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
-1
94
0.8%
-16
89
0.8%
7
87
0.8%
-8
84
0.7%
-10
84
0.7%
1
82
0.7%
-5
82
0.7%
-25
81
0.7%
21
81
0.7%
-3
81
0.7%
-21
81
0.7%
-14
81
0.7%
-4
80
0.7%
-13
79
0.7%
-7
79
0.7%
SMALLEST VALUES
-1803
1
0.0%
-1325
1
0.0%
-1285
1
0.0%
-1235
1
0.0%
-1212
1
0.0%
-1186
1
0.0%
-1161
1
0.0%
-1158
1
0.0%
-1114
1
0.0%
-1110
1
0.0%
-1097
1
0.0%
-1086
1
0.0%
-1050
1
0.0%
-1039
1
0.0%
-1028
1
0.0%
LARGEST VALUES
2047
1
0.0%
1318
1
0.0%
1313
1
0.0%
1312
1
0.0%
1250
1
0.0%
1205
1
0.0%
1139
1
0.0%
1094
1
0.0%
1083
1
0.0%
1054
1
0.0%
1045
1
0.0%
1041
1
0.0%
1016
1
0.0%
993
1
0.0%
991
1
0.0%
X13
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X14
0.95
X12
0.94
X15
0.82
X11
0.79
X16
0.65
X10
0.59
X17
0.46
X9
0.40
X18
0.30
X8
0.26
X19
0.19
X7
0.16
X30
-0.13
X31
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-9
87
0.8%
1
87
0.8%
8
86
0.7%
4
84
0.7%
-6
84
0.7%
-19
84
0.7%
-26
83
0.7%
-5
81
0.7%
-17
80
0.7%
-2
80
0.7%
-1
79
0.7%
6
78
0.7%
-12
78
0.7%
11
78
0.7%
-4
78
0.7%
SMALLEST VALUES
-1833
1
0.0%
-1796
1
0.0%
-1736
1
0.0%
-1432
1
0.0%
-1421
1
0.0%
-1309
1
0.0%
-1252
1
0.0%
-1226
1
0.0%
-1215
1
0.0%
-1188
1
0.0%
-1180
1
0.0%
-1168
1
0.0%
-1134
1
0.0%
-1112
1
0.0%
-1108
1
0.0%
LARGEST VALUES
2047
1
0.0%
1386
1
0.0%
1349
1
0.0%
1204
1
0.0%
1196
1
0.0%
1149
1
0.0%
1141
1
0.0%
1109
1
0.0%
1107
1
0.0%
1081
1
0.0%
1058
1
0.0%
1027
1
0.0%
1024
1
0.0%
1013
1
0.0%
990
1
0.0%
X14
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X15
0.95
X13
0.95
X16
0.82
X12
0.80
X17
0.64
X11
0.59
X18
0.43
X10
0.40
X19
0.26
X9
0.24
X20
0.14
X31
-0.14
X32
-0.14
X8
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-4
96
0.8%
-1
93
0.8%
-3
88
0.8%
1
86
0.7%
3
83
0.7%
13
83
0.7%
0
83
0.7%
-15
82
0.7%
-32
81
0.7%
-7
80
0.7%
-11
79
0.7%
-2
79
0.7%
-10
78
0.7%
-19
77
0.7%
-14
75
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1853
1
0.0%
-1797
1
0.0%
-1794
1
0.0%
-1768
1
0.0%
-1748
1
0.0%
-1707
1
0.0%
-1532
1
0.0%
-1371
1
0.0%
-1369
1
0.0%
-1312
1
0.0%
-1305
1
0.0%
-1294
1
0.0%
-1269
1
0.0%
-1261
1
0.0%
LARGEST VALUES
1829
1
0.0%
1567
1
0.0%
1446
1
0.0%
1228
1
0.0%
1125
1
0.0%
1120
1
0.0%
1090
1
0.0%
1064
1
0.0%
1039
1
0.0%
1035
1
0.0%
1015
1
0.0%
966
1
0.0%
952
1
0.0%
951
1
0.0%
947
1
0.0%
X15
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X14
0.95
X16
0.95
X13
0.82
X17
0.81
X12
0.62
X18
0.60
X11
0.42
X19
0.38
X10
0.25
X20
0.22
X32
-0.15
X33
-0.15
X31
-0.14
X9
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
93
0.8%
-10
90
0.8%
6
84
0.7%
3
83
0.7%
1
81
0.7%
0
80
0.7%
16
78
0.7%
-3
78
0.7%
-15
78
0.7%
-20
78
0.7%
-2
76
0.7%
11
75
0.7%
-5
75
0.7%
-13
74
0.6%
-34
73
0.6%
SMALLEST VALUES
-1870
1
0.0%
-1869
1
0.0%
-1866
1
0.0%
-1864
1
0.0%
-1838
1
0.0%
-1808
1
0.0%
-1553
1
0.0%
-1544
1
0.0%
-1527
1
0.0%
-1517
1
0.0%
-1503
1
0.0%
-1499
1
0.0%
-1479
1
0.0%
-1388
1
0.0%
-1357
1
0.0%
LARGEST VALUES
1631
1
0.0%
1628
1
0.0%
1437
1
0.0%
1208
1
0.0%
1140
1
0.0%
1079
1
0.0%
1067
1
0.0%
1060
1
0.0%
1041
1
0.0%
1036
1
0.0%
998
1
0.0%
994
1
0.0%
991
1
0.0%
981
1
0.0%
976
1
0.0%
X16
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X15
0.95
X17
0.94
X14
0.82
X18
0.78
X13
0.65
X19
0.56
X12
0.45
X20
0.36
X11
0.27
X21
0.20
X33
-0.17
X32
-0.16
X34
-0.15
X10
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
114
1.0%
9
88
0.8%
-14
83
0.7%
-6
82
0.7%
-2
81
0.7%
0
80
0.7%
7
79
0.7%
-16
79
0.7%
15
79
0.7%
-23
78
0.7%
-11
76
0.7%
-10
76
0.7%
11
76
0.7%
1
75
0.7%
14
74
0.6%
SMALLEST VALUES
-1839
1
0.0%
-1817
1
0.0%
-1806
1
0.0%
-1784
1
0.0%
-1776
1
0.0%
-1758
1
0.0%
-1753
1
0.0%
-1747
1
0.0%
-1698
1
0.0%
-1670
1
0.0%
-1606
1
0.0%
-1598
1
0.0%
-1467
1
0.0%
-1370
1
0.0%
-1323
1
0.0%
LARGEST VALUES
1532
1
0.0%
1525
1
0.0%
1353
1
0.0%
1253
1
0.0%
1052
1
0.0%
1047
1
0.0%
1041
1
0.0%
1001
1
0.0%
960
1
0.0%
948
1
0.0%
944
1
0.0%
930
1
0.0%
927
1
0.0%
923
1
0.0%
910
1
0.0%
X17
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X16
0.94
X18
0.93
X15
0.81
X19
0.77
X14
0.64
X20
0.56
X13
0.46
X21
0.36
X12
0.31
X22
0.21
X11
0.18
X33
-0.17
X34
-0.17
X35
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
98
0.9%
7
93
0.8%
-13
90
0.8%
17
87
0.8%
-3
85
0.7%
-12
84
0.7%
-21
82
0.7%
4
82
0.7%
-20
82
0.7%
-22
80
0.7%
-18
79
0.7%
1
78
0.7%
5
78
0.7%
-25
78
0.7%
11
77
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1845
1
0.0%
-1822
1
0.0%
-1811
1
0.0%
-1693
1
0.0%
-1653
1
0.0%
-1645
1
0.0%
-1534
1
0.0%
-1476
1
0.0%
-1427
1
0.0%
-1382
1
0.0%
-1356
1
0.0%
-1253
1
0.0%
-1250
1
0.0%
-1236
1
0.0%
LARGEST VALUES
1441
1
0.0%
1288
1
0.0%
1228
1
0.0%
1171
1
0.0%
1018
1
0.0%
1015
1
0.0%
1007
1
0.0%
1003
1
0.0%
1001
1
0.0%
985
1
0.0%
977
1
0.0%
976
1
0.0%
937
1
0.0%
903
1
0.0%
899
1
0.0%
X18
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X19
0.94
X17
0.93
X20
0.78
X16
0.78
X15
0.60
X21
0.57
X14
0.43
X22
0.36
X13
0.30
X12
0.20
X23
0.20
X35
-0.17
X34
-0.17
X36
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
104
0.9%
3
85
0.7%
-10
85
0.7%
-3
84
0.7%
-16
84
0.7%
-12
82
0.7%
-19
82
0.7%
-25
82
0.7%
10
81
0.7%
-6
80
0.7%
0
79
0.7%
-7
79
0.7%
-4
78
0.7%
-20
77
0.7%
-22
77
0.7%
SMALLEST VALUES
-1856
1
0.0%
-1837
1
0.0%
-1815
1
0.0%
-1768
1
0.0%
-1643
1
0.0%
-1554
1
0.0%
-1535
1
0.0%
-1463
1
0.0%
-1427
1
0.0%
-1393
1
0.0%
-1365
1
0.0%
-1342
1
0.0%
-1321
1
0.0%
-1299
1
0.0%
-1290
1
0.0%
LARGEST VALUES
1352
1
0.0%
1134
1
0.0%
1120
1
0.0%
1111
1
0.0%
1101
1
0.0%
1046
1
0.0%
1038
1
0.0%
1035
1
0.0%
1030
1
0.0%
1012
1
0.0%
999
1
0.0%
992
1
0.0%
980
1
0.0%
975
1
0.0%
936
1
0.0%
X19
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X20
0.94
X18
0.94
X21
0.78
X17
0.77
X22
0.56
X16
0.56
X15
0.38
X23
0.35
X14
0.26
X24
0.19
X13
0.19
X36
-0.17
X37
-0.16
X35
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
113
1.0%
-14
92
0.8%
-3
84
0.7%
-8
83
0.7%
-23
83
0.7%
9
82
0.7%
0
78
0.7%
-18
78
0.7%
11
78
0.7%
-25
78
0.7%
-20
78
0.7%
2
77
0.7%
-21
77
0.7%
-2
76
0.7%
18
76
0.7%
SMALLEST VALUES
-1844
1
0.0%
-1816
1
0.0%
-1757
1
0.0%
-1544
1
0.0%
-1471
1
0.0%
-1469
2
0.0%
-1331
1
0.0%
-1316
1
0.0%
-1248
1
0.0%
-1238
1
0.0%
-1234
1
0.0%
-1228
1
0.0%
-1219
1
0.0%
-1177
1
0.0%
-1146
1
0.0%
LARGEST VALUES
1504
1
0.0%
1276
1
0.0%
1202
1
0.0%
1136
1
0.0%
1084
1
0.0%
1078
1
0.0%
1065
1
0.0%
1056
1
0.0%
1030
1
0.0%
1003
1
0.0%
994
1
0.0%
973
1
0.0%
972
1
0.0%
962
1
0.0%
960
2
0.0%
X20
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X19
0.94
X21
0.94
X18
0.78
X22
0.77
X17
0.56
X23
0.56
X24
0.36
X16
0.36
X15
0.22
X25
0.20
X37
-0.17
X38
-0.17
X36
-0.16
X39
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
0
94
0.8%
-5
89
0.8%
2
88
0.8%
8
86
0.7%
-1
85
0.7%
-27
81
0.7%
-12
80
0.7%
-13
80
0.7%
-16
78
0.7%
-26
77
0.7%
-19
77
0.7%
-2
76
0.7%
7
75
0.7%
16
75
0.7%
-7
75
0.7%
SMALLEST VALUES
-1717
1
0.0%
-1637
1
0.0%
-1599
1
0.0%
-1423
1
0.0%
-1413
1
0.0%
-1410
1
0.0%
-1298
1
0.0%
-1273
1
0.0%
-1265
1
0.0%
-1238
1
0.0%
-1231
1
0.0%
-1149
1
0.0%
-1137
1
0.0%
-1132
1
0.0%
-1110
1
0.0%
LARGEST VALUES
1821
1
0.0%
1236
1
0.0%
1177
1
0.0%
1152
1
0.0%
1151
1
0.0%
1110
1
0.0%
1060
1
0.0%
1046
1
0.0%
1031
1
0.0%
999
1
0.0%
989
1
0.0%
985
1
0.0%
969
2
0.0%
954
1
0.0%
953
1
0.0%
X21
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X20
0.94
X22
0.94
X19
0.78
X23
0.77
X18
0.57
X24
0.57
X25
0.37
X17
0.36
X26
0.21
X16
0.20
X38
-0.18
X39
-0.17
X37
-0.17
X40
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
96
0.8%
-11
84
0.7%
14
84
0.7%
-39
82
0.7%
1
82
0.7%
-8
80
0.7%
-27
80
0.7%
6
79
0.7%
-22
78
0.7%
-3
77
0.7%
-28
77
0.7%
15
76
0.7%
-15
76
0.7%
-9
75
0.7%
5
75
0.7%
SMALLEST VALUES
-1764
1
0.0%
-1481
1
0.0%
-1454
1
0.0%
-1420
1
0.0%
-1326
1
0.0%
-1261
1
0.0%
-1211
1
0.0%
-1189
1
0.0%
-1177
1
0.0%
-1143
1
0.0%
-1130
1
0.0%
-1113
1
0.0%
-1111
1
0.0%
-1094
1
0.0%
-1079
1
0.0%
LARGEST VALUES
2022
1
0.0%
1217
1
0.0%
1215
1
0.0%
1185
1
0.0%
1171
1
0.0%
1082
1
0.0%
1072
1
0.0%
1071
1
0.0%
1062
1
0.0%
1020
1
0.0%
1005
1
0.0%
979
1
0.0%
969
1
0.0%
948
1
0.0%
929
1
0.0%
X22
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X23
0.94
X21
0.94
X24
0.78
X20
0.77
X25
0.57
X19
0.56
X26
0.37
X18
0.36
X27
0.21
X17
0.21
X39
-0.18
X40
-0.18
X38
-0.17
X41
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
92
0.8%
15
87
0.8%
-5
84
0.7%
0
83
0.7%
7
83
0.7%
-23
83
0.7%
2
81
0.7%
-11
79
0.7%
-29
79
0.7%
-6
78
0.7%
-20
77
0.7%
23
75
0.7%
-9
75
0.7%
-2
75
0.7%
-27
75
0.7%
SMALLEST VALUES
-1856
1
0.0%
-1802
1
0.0%
-1601
1
0.0%
-1450
1
0.0%
-1433
1
0.0%
-1420
1
0.0%
-1400
1
0.0%
-1368
1
0.0%
-1366
1
0.0%
-1321
1
0.0%
-1267
1
0.0%
-1226
1
0.0%
-1206
1
0.0%
-1153
1
0.0%
-1145
1
0.0%
LARGEST VALUES
2047
1
0.0%
1318
1
0.0%
1193
1
0.0%
1174
1
0.0%
1164
1
0.0%
1163
1
0.0%
1156
1
0.0%
1034
1
0.0%
1008
1
0.0%
1001
1
0.0%
994
1
0.0%
984
1
0.0%
974
1
0.0%
936
1
0.0%
928
1
0.0%
X23
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X24
0.94
X22
0.94
X25
0.78
X21
0.77
X26
0.57
X20
0.56
X27
0.36
X19
0.35
X18
0.20
X28
0.20
X40
-0.18
X41
-0.18
X39
-0.17
X42
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
99
0.9%
-5
85
0.7%
-2
84
0.7%
-6
82
0.7%
-19
80
0.7%
-3
80
0.7%
-17
79
0.7%
7
79
0.7%
-18
79
0.7%
13
79
0.7%
1
78
0.7%
0
76
0.7%
-12
76
0.7%
5
76
0.7%
12
75
0.7%
SMALLEST VALUES
-1844
1
0.0%
-1736
1
0.0%
-1686
1
0.0%
-1536
1
0.0%
-1502
1
0.0%
-1490
1
0.0%
-1412
1
0.0%
-1407
1
0.0%
-1400
1
0.0%
-1359
1
0.0%
-1341
1
0.0%
-1308
1
0.0%
-1251
1
0.0%
-1205
1
0.0%
-1202
1
0.0%
LARGEST VALUES
2040
1
0.0%
1359
1
0.0%
1317
1
0.0%
1281
1
0.0%
1236
1
0.0%
1189
1
0.0%
1187
1
0.0%
1179
1
0.0%
1169
1
0.0%
1157
1
0.0%
1152
1
0.0%
1064
1
0.0%
1048
1
0.0%
1044
1
0.0%
1028
1
0.0%
X24
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X23
0.94
X25
0.94
X22
0.78
X26
0.77
X21
0.57
X27
0.55
X20
0.36
X28
0.34
X29
0.20
X19
0.19
X41
-0.19
X40
-0.18
X42
-0.18
X43
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
109
0.9%
-21
90
0.8%
-4
83
0.7%
-3
81
0.7%
-13
81
0.7%
-20
80
0.7%
-19
80
0.7%
-15
79
0.7%
13
78
0.7%
9
78
0.7%
1
76
0.7%
-31
76
0.7%
-14
76
0.7%
5
75
0.7%
3
75
0.7%
SMALLEST VALUES
-1866
1
0.0%
-1735
1
0.0%
-1548
1
0.0%
-1487
1
0.0%
-1468
1
0.0%
-1452
1
0.0%
-1359
1
0.0%
-1349
1
0.0%
-1342
1
0.0%
-1323
1
0.0%
-1321
1
0.0%
-1293
1
0.0%
-1255
1
0.0%
-1237
1
0.0%
-1232
1
0.0%
LARGEST VALUES
1879
1
0.0%
1452
1
0.0%
1316
1
0.0%
1315
1
0.0%
1226
1
0.0%
1214
1
0.0%
1191
1
0.0%
1173
1
0.0%
1146
1
0.0%
1133
1
0.0%
1115
1
0.0%
1085
1
0.0%
1078
1
0.0%
1065
1
0.0%
1048
1
0.0%
X25
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X24
0.94
X26
0.93
X23
0.78
X27
0.76
X22
0.57
X28
0.54
X21
0.37
X29
0.35
X30
0.20
X20
0.20
X42
-0.19
X43
-0.19
X41
-0.18
X44
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
98
0.9%
-4
93
0.8%
-8
84
0.7%
-26
84
0.7%
-19
84
0.7%
-11
84
0.7%
5
81
0.7%
-13
80
0.7%
13
78
0.7%
7
78
0.7%
-5
77
0.7%
-7
77
0.7%
-10
77
0.7%
-16
76
0.7%
15
75
0.7%
SMALLEST VALUES
-1863
1
0.0%
-1840
1
0.0%
-1810
1
0.0%
-1698
1
0.0%
-1667
1
0.0%
-1648
1
0.0%
-1487
1
0.0%
-1438
1
0.0%
-1413
1
0.0%
-1400
1
0.0%
-1395
1
0.0%
-1311
1
0.0%
-1299
1
0.0%
-1216
1
0.0%
-1191
1
0.0%
LARGEST VALUES
1666
1
0.0%
1401
1
0.0%
1355
1
0.0%
1292
1
0.0%
1287
2
0.0%
1283
1
0.0%
1172
1
0.0%
1160
1
0.0%
1149
1
0.0%
1119
1
0.0%
1042
1
0.0%
1038
1
0.0%
1012
1
0.0%
1010
1
0.0%
992
1
0.0%
X26
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X25
0.93
X27
0.93
X24
0.77
X28
0.76
X23
0.57
X29
0.56
X22
0.37
X30
0.36
X21
0.21
X44
-0.20
X43
-0.20
X45
-0.19
X31
0.19
X42
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-5
95
0.8%
-20
88
0.8%
-2
87
0.8%
9
87
0.8%
3
86
0.7%
-10
85
0.7%
4
85
0.7%
1
84
0.7%
-9
83
0.7%
-18
81
0.7%
0
80
0.7%
-1
80
0.7%
-14
78
0.7%
-15
78
0.7%
-4
76
0.7%
SMALLEST VALUES
-1866
1
0.0%
-1790
1
0.0%
-1767
1
0.0%
-1666
1
0.0%
-1458
1
0.0%
-1456
1
0.0%
-1417
1
0.0%
-1351
1
0.0%
-1342
1
0.0%
-1287
1
0.0%
-1209
1
0.0%
-1202
1
0.0%
-1150
1
0.0%
-1116
1
0.0%
-1092
1
0.0%
LARGEST VALUES
1435
1
0.0%
1367
1
0.0%
1218
1
0.0%
1192
1
0.0%
1172
1
0.0%
1150
1
0.0%
1132
2
0.0%
1109
1
0.0%
1107
1
0.0%
1106
1
0.0%
1100
1
0.0%
1038
1
0.0%
1013
1
0.0%
971
1
0.0%
967
2
0.0%
X27
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X28
0.93
X26
0.93
X29
0.77
X25
0.76
X30
0.56
X24
0.55
X23
0.36
X31
0.34
X22
0.21
X45
-0.21
X44
-0.20
X46
-0.20
X43
-0.19
X47
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
117
1.0%
21
94
0.8%
-5
91
0.8%
-16
88
0.8%
16
84
0.7%
-3
83
0.7%
-14
83
0.7%
7
82
0.7%
0
81
0.7%
1
81
0.7%
-4
79
0.7%
-27
79
0.7%
5
78
0.7%
-11
78
0.7%
-19
78
0.7%
SMALLEST VALUES
-1781
1
0.0%
-1744
1
0.0%
-1655
1
0.0%
-1505
1
0.0%
-1373
1
0.0%
-1344
1
0.0%
-1303
1
0.0%
-1274
1
0.0%
-1263
1
0.0%
-1255
2
0.0%
-1236
1
0.0%
-1229
1
0.0%
-1227
1
0.0%
-1205
1
0.0%
-1167
1
0.0%
LARGEST VALUES
1340
1
0.0%
1284
1
0.0%
1224
1
0.0%
1219
1
0.0%
1214
1
0.0%
1138
1
0.0%
1106
2
0.0%
1097
1
0.0%
1068
1
0.0%
1065
1
0.0%
1062
1
0.0%
1037
1
0.0%
1025
1
0.0%
1024
1
0.0%
1022
1
0.0%
X28
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X29
0.94
X27
0.93
X30
0.77
X26
0.76
X31
0.54
X25
0.54
X24
0.34
X32
0.32
X45
-0.20
X46
-0.20
X23
0.20
X44
-0.19
X47
-0.18
X43
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-10
99
0.9%
-1
98
0.9%
-11
88
0.8%
1
86
0.7%
-13
86
0.7%
4
86
0.7%
3
86
0.7%
-5
83
0.7%
6
81
0.7%
-9
80
0.7%
0
80
0.7%
-29
79
0.7%
-27
79
0.7%
-4
78
0.7%
7
78
0.7%
SMALLEST VALUES
-1860
1
0.0%
-1676
1
0.0%
-1636
1
0.0%
-1581
1
0.0%
-1521
1
0.0%
-1467
1
0.0%
-1464
1
0.0%
-1439
1
0.0%
-1354
1
0.0%
-1339
1
0.0%
-1301
1
0.0%
-1282
1
0.0%
-1253
1
0.0%
-1202
1
0.0%
-1188
1
0.0%
LARGEST VALUES
1257
1
0.0%
1249
1
0.0%
1238
1
0.0%
1236
1
0.0%
1214
1
0.0%
1149
1
0.0%
1102
1
0.0%
1091
1
0.0%
1085
1
0.0%
1074
1
0.0%
1059
1
0.0%
1052
1
0.0%
1044
1
0.0%
1041
1
0.0%
1039
1
0.0%
X29
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X28
0.94
X30
0.93
X27
0.77
X31
0.76
X26
0.56
X32
0.52
X25
0.35
X33
0.31
X24
0.20
X46
-0.18
X47
-0.18
X45
-0.17
X48
-0.16
X34
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
96
0.8%
6
92
0.8%
-18
89
0.8%
2
89
0.8%
-2
88
0.8%
5
87
0.8%
8
86
0.7%
-19
83
0.7%
-10
83
0.7%
-7
81
0.7%
14
79
0.7%
3
79
0.7%
-11
79
0.7%
9
78
0.7%
21
77
0.7%
SMALLEST VALUES
-1818
1
0.0%
-1716
1
0.0%
-1670
1
0.0%
-1538
1
0.0%
-1521
1
0.0%
-1498
1
0.0%
-1472
1
0.0%
-1434
1
0.0%
-1424
1
0.0%
-1418
1
0.0%
-1350
1
0.0%
-1342
1
0.0%
-1299
1
0.0%
-1292
1
0.0%
-1272
1
0.0%
LARGEST VALUES
1452
1
0.0%
1423
1
0.0%
1319
1
0.0%
1224
1
0.0%
1209
1
0.0%
1087
1
0.0%
1082
1
0.0%
1071
1
0.0%
1031
1
0.0%
1026
1
0.0%
1021
1
0.0%
1017
1
0.0%
1005
1
0.0%
999
1
0.0%
989
1
0.0%
X30
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X29
0.93
X31
0.93
X28
0.77
X32
0.75
X27
0.56
X33
0.53
X26
0.36
X34
0.32
X25
0.20
X47
-0.16
X48
-0.16
X35
0.16
X46
-0.16
X49
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
104
0.9%
3
88
0.8%
7
86
0.7%
5
85
0.7%
-3
85
0.7%
-12
84
0.7%
-11
82
0.7%
8
81
0.7%
-7
81
0.7%
-13
80
0.7%
9
79
0.7%
4
78
0.7%
-14
78
0.7%
19
78
0.7%
0
77
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1795
1
0.0%
-1764
1
0.0%
-1696
1
0.0%
-1676
1
0.0%
-1672
1
0.0%
-1586
1
0.0%
-1548
1
0.0%
-1464
1
0.0%
-1394
1
0.0%
-1350
1
0.0%
-1319
1
0.0%
-1308
1
0.0%
-1271
1
0.0%
-1269
1
0.0%
LARGEST VALUES
1551
1
0.0%
1461
1
0.0%
1241
1
0.0%
1172
1
0.0%
1092
1
0.0%
1089
1
0.0%
1085
1
0.0%
1077
1
0.0%
1070
1
0.0%
1063
1
0.0%
1062
1
0.0%
1048
1
0.0%
1012
1
0.0%
1002
1
0.0%
988
1
0.0%
X31
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X32
0.93
X30
0.93
X33
0.76
X29
0.76
X28
0.54
X34
0.54
X27
0.34
X35
0.32
X26
0.19
X48
-0.15
X15
-0.14
X49
-0.14
X36
0.14
X47
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
101
0.9%
-5
93
0.8%
0
92
0.8%
-3
88
0.8%
9
86
0.7%
-8
83
0.7%
-19
83
0.7%
-14
82
0.7%
12
81
0.7%
-28
79
0.7%
-4
79
0.7%
18
79
0.7%
-13
78
0.7%
13
77
0.7%
-9
77
0.7%
SMALLEST VALUES
-1743
1
0.0%
-1707
1
0.0%
-1647
1
0.0%
-1597
1
0.0%
-1482
1
0.0%
-1477
1
0.0%
-1433
1
0.0%
-1404
1
0.0%
-1395
1
0.0%
-1336
1
0.0%
-1318
1
0.0%
-1282
1
0.0%
-1205
1
0.0%
-1199
1
0.0%
-1194
1
0.0%
LARGEST VALUES
1446
1
0.0%
1319
1
0.0%
1232
1
0.0%
1186
1
0.0%
1156
1
0.0%
1105
1
0.0%
1099
1
0.0%
1088
1
0.0%
1071
1
0.0%
1060
1
0.0%
1053
1
0.0%
1038
2
0.0%
1033
1
0.0%
1005
1
0.0%
965
1
0.0%
X32
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X33
0.93
X31
0.93
X34
0.76
X30
0.75
X35
0.54
X29
0.52
X28
0.32
X36
0.31
X27
0.16
X16
-0.16
X15
-0.15
X17
-0.15
X14
-0.14
X49
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
109
0.9%
1
89
0.8%
13
87
0.8%
2
85
0.7%
-11
85
0.7%
-15
85
0.7%
-23
82
0.7%
20
79
0.7%
0
79
0.7%
-8
79
0.7%
-18
78
0.7%
4
78
0.7%
15
77
0.7%
-26
76
0.7%
-13
74
0.6%
SMALLEST VALUES
-1517
1
0.0%
-1512
1
0.0%
-1424
1
0.0%
-1357
1
0.0%
-1346
1
0.0%
-1331
1
0.0%
-1326
1
0.0%
-1320
1
0.0%
-1294
1
0.0%
-1283
1
0.0%
-1201
1
0.0%
-1189
1
0.0%
-1184
1
0.0%
-1133
1
0.0%
-1115
1
0.0%
LARGEST VALUES
1381
1
0.0%
1322
1
0.0%
1238
1
0.0%
1208
1
0.0%
1195
1
0.0%
1186
1
0.0%
1093
1
0.0%
1084
1
0.0%
1045
1
0.0%
1029
1
0.0%
1002
1
0.0%
1001
1
0.0%
996
1
0.0%
988
1
0.0%
956
1
0.0%
X33
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X34
0.94
X32
0.93
X35
0.76
X31
0.76
X30
0.53
X36
0.53
X29
0.31
X37
0.30
X17
-0.17
X16
-0.17
X18
-0.15
X15
-0.15
X28
0.15
X38
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
96
0.8%
1
86
0.7%
-5
86
0.7%
-13
86
0.7%
-26
84
0.7%
-16
83
0.7%
18
82
0.7%
6
80
0.7%
5
79
0.7%
-8
79
0.7%
2
78
0.7%
-10
78
0.7%
14
78
0.7%
-25
77
0.7%
-7
76
0.7%
SMALLEST VALUES
-1552
1
0.0%
-1504
1
0.0%
-1453
1
0.0%
-1432
1
0.0%
-1371
1
0.0%
-1304
1
0.0%
-1270
1
0.0%
-1269
1
0.0%
-1268
1
0.0%
-1245
1
0.0%
-1236
1
0.0%
-1184
1
0.0%
-1173
1
0.0%
-1099
1
0.0%
-1075
1
0.0%
LARGEST VALUES
1259
1
0.0%
1245
1
0.0%
1218
1
0.0%
1215
1
0.0%
1131
1
0.0%
1077
1
0.0%
1061
1
0.0%
1033
1
0.0%
1019
1
0.0%
1018
1
0.0%
965
1
0.0%
963
1
0.0%
961
1
0.0%
960
1
0.0%
957
1
0.0%
X34
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X33
0.94
X35
0.93
X32
0.76
X36
0.75
X31
0.54
X37
0.52
X30
0.32
X38
0.31
X17
-0.17
X18
-0.17
X39
0.16
X29
0.15
X16
-0.15
X66
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-9
99
0.9%
-1
98
0.9%
9
87
0.8%
-2
85
0.7%
0
83
0.7%
21
83
0.7%
-11
83
0.7%
-15
82
0.7%
1
80
0.7%
-12
79
0.7%
-30
78
0.7%
-25
78
0.7%
-37
77
0.7%
-3
76
0.7%
10
76
0.7%
SMALLEST VALUES
-1720
1
0.0%
-1627
1
0.0%
-1559
1
0.0%
-1404
1
0.0%
-1393
1
0.0%
-1361
1
0.0%
-1360
1
0.0%
-1218
1
0.0%
-1208
1
0.0%
-1202
1
0.0%
-1200
1
0.0%
-1167
1
0.0%
-1165
1
0.0%
-1153
2
0.0%
-1146
1
0.0%
LARGEST VALUES
1213
1
0.0%
1178
1
0.0%
1162
1
0.0%
1154
1
0.0%
1147
1
0.0%
1146
1
0.0%
1139
1
0.0%
1133
1
0.0%
1128
1
0.0%
1048
1
0.0%
1035
1
0.0%
989
1
0.0%
974
1
0.0%
964
1
0.0%
960
1
0.0%
X35
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X34
0.93
X36
0.93
X33
0.76
X37
0.75
X32
0.54
X38
0.54
X39
0.35
X31
0.32
X40
0.21
X66
0.17
X18
-0.17
X67
0.16
X65
0.16
X19
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
98
0.9%
-16
89
0.8%
-9
87
0.8%
-12
82
0.7%
11
81
0.7%
0
78
0.7%
13
78
0.7%
3
76
0.7%
-30
76
0.7%
20
75
0.7%
-11
75
0.7%
19
74
0.6%
7
74
0.6%
14
74
0.6%
-3
74
0.6%
SMALLEST VALUES
-1864
1
0.0%
-1733
1
0.0%
-1502
1
0.0%
-1481
1
0.0%
-1472
1
0.0%
-1382
1
0.0%
-1370
1
0.0%
-1285
1
0.0%
-1239
1
0.0%
-1218
1
0.0%
-1183
1
0.0%
-1170
1
0.0%
-1149
1
0.0%
-1141
1
0.0%
-1112
1
0.0%
LARGEST VALUES
1364
1
0.0%
1208
1
0.0%
1183
1
0.0%
1125
1
0.0%
1116
1
0.0%
1115
1
0.0%
1110
1
0.0%
1031
1
0.0%
1016
1
0.0%
1005
1
0.0%
998
1
0.0%
995
1
0.0%
989
1
0.0%
981
1
0.0%
946
1
0.0%
X36
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X37
0.93
X35
0.93
X38
0.77
X34
0.75
X39
0.58
X33
0.53
X40
0.39
X32
0.31
X41
0.24
X67
0.17
X66
0.17
X19
-0.17
X54
-0.17
X53
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
103
0.9%
17
87
0.8%
0
84
0.7%
4
83
0.7%
-15
83
0.7%
-27
83
0.7%
-7
83
0.7%
12
82
0.7%
-16
80
0.7%
-18
79
0.7%
-22
76
0.7%
-11
75
0.7%
-28
74
0.6%
1
73
0.6%
-20
73
0.6%
SMALLEST VALUES
-1814
1
0.0%
-1716
1
0.0%
-1550
1
0.0%
-1515
1
0.0%
-1436
1
0.0%
-1355
1
0.0%
-1353
1
0.0%
-1284
1
0.0%
-1282
1
0.0%
-1269
1
0.0%
-1218
1
0.0%
-1214
1
0.0%
-1163
1
0.0%
-1129
1
0.0%
-1124
1
0.0%
LARGEST VALUES
1220
1
0.0%
1142
1
0.0%
1117
1
0.0%
1084
1
0.0%
1046
1
0.0%
1021
1
0.0%
1004
1
0.0%
1003
1
0.0%
1002
1
0.0%
998
1
0.0%
988
1
0.0%
982
1
0.0%
975
2
0.0%
974
1
0.0%
946
1
0.0%
X37
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X38
0.94
X36
0.93
X39
0.79
X35
0.75
X40
0.60
X34
0.52
X41
0.40
X33
0.30
X42
0.23
X54
-0.18
X55
-0.18
X20
-0.17
X53
-0.17
X21
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
94
0.8%
-6
83
0.7%
-3
83
0.7%
-19
83
0.7%
8
82
0.7%
18
81
0.7%
-21
81
0.7%
-12
80
0.7%
9
79
0.7%
-30
78
0.7%
-11
77
0.7%
15
77
0.7%
-31
76
0.7%
-22
76
0.7%
-35
76
0.7%
SMALLEST VALUES
-1829
1
0.0%
-1676
1
0.0%
-1612
1
0.0%
-1410
1
0.0%
-1403
1
0.0%
-1394
1
0.0%
-1379
1
0.0%
-1285
1
0.0%
-1272
1
0.0%
-1268
1
0.0%
-1241
1
0.0%
-1206
1
0.0%
-1205
1
0.0%
-1182
1
0.0%
-1181
1
0.0%
LARGEST VALUES
1304
1
0.0%
1235
1
0.0%
1142
1
0.0%
1131
1
0.0%
1112
1
0.0%
1096
1
0.0%
1091
1
0.0%
1050
1
0.0%
1034
1
0.0%
1015
1
0.0%
1010
1
0.0%
999
1
0.0%
997
1
0.0%
973
1
0.0%
970
1
0.0%
X38
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X39
0.94
X37
0.94
X40
0.79
X36
0.77
X41
0.59
X35
0.54
X42
0.38
X34
0.31
X43
0.20
X55
-0.19
X56
-0.18
X54
-0.18
X21
-0.18
X22
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
95
0.8%
0
93
0.8%
6
90
0.8%
3
86
0.7%
-6
85
0.7%
-14
84
0.7%
7
84
0.7%
-31
82
0.7%
-8
80
0.7%
4
79
0.7%
-34
77
0.7%
-22
77
0.7%
1
77
0.7%
-4
76
0.7%
22
76
0.7%
SMALLEST VALUES
-1851
1
0.0%
-1848
1
0.0%
-1689
1
0.0%
-1640
1
0.0%
-1568
1
0.0%
-1480
2
0.0%
-1417
1
0.0%
-1354
1
0.0%
-1346
1
0.0%
-1306
1
0.0%
-1292
1
0.0%
-1239
1
0.0%
-1210
1
0.0%
-1181
1
0.0%
-1174
2
0.0%
LARGEST VALUES
1344
1
0.0%
1199
1
0.0%
1160
1
0.0%
1140
1
0.0%
1112
1
0.0%
1096
1
0.0%
1086
1
0.0%
1070
1
0.0%
1031
1
0.0%
1022
1
0.0%
1015
1
0.0%
1007
1
0.0%
992
1
0.0%
987
1
0.0%
983
1
0.0%
X39
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X38
0.94
X40
0.94
X37
0.79
X41
0.79
X42
0.58
X36
0.58
X43
0.36
X35
0.35
X56
-0.19
X55
-0.18
X22
-0.18
X57
-0.18
X23
-0.17
X21
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
0
92
0.8%
4
88
0.8%
-1
88
0.8%
-3
86
0.7%
-21
85
0.7%
-12
85
0.7%
3
85
0.7%
-7
83
0.7%
7
83
0.7%
-13
82
0.7%
-31
81
0.7%
-16
81
0.7%
-37
81
0.7%
16
78
0.7%
8
74
0.6%
SMALLEST VALUES
-1840
1
0.0%
-1761
1
0.0%
-1719
1
0.0%
-1648
1
0.0%
-1570
1
0.0%
-1464
1
0.0%
-1426
1
0.0%
-1344
1
0.0%
-1325
1
0.0%
-1280
1
0.0%
-1269
1
0.0%
-1264
1
0.0%
-1255
1
0.0%
-1193
1
0.0%
-1178
1
0.0%
LARGEST VALUES
1298
1
0.0%
1276
1
0.0%
1199
1
0.0%
1195
1
0.0%
1163
1
0.0%
1091
2
0.0%
1033
1
0.0%
1027
1
0.0%
1008
1
0.0%
995
1
0.0%
987
1
0.0%
972
1
0.0%
949
1
0.0%
930
1
0.0%
916
1
0.0%
X40
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X39
0.94
X41
0.94
X38
0.79
X42
0.78
X37
0.60
X43
0.56
X36
0.39
X44
0.33
X35
0.21
X57
-0.18
X23
-0.18
X56
-0.18
X24
-0.18
X22
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-11
90
0.8%
-8
87
0.8%
-24
86
0.7%
7
85
0.7%
5
84
0.7%
0
83
0.7%
9
83
0.7%
-12
83
0.7%
2
82
0.7%
-1
82
0.7%
3
80
0.7%
-10
79
0.7%
14
77
0.7%
-2
76
0.7%
-26
75
0.7%
SMALLEST VALUES
-1673
1
0.0%
-1542
1
0.0%
-1485
1
0.0%
-1415
1
0.0%
-1297
1
0.0%
-1294
1
0.0%
-1284
1
0.0%
-1262
1
0.0%
-1243
1
0.0%
-1240
1
0.0%
-1213
1
0.0%
-1201
1
0.0%
-1152
1
0.0%
-1115
1
0.0%
-1110
1
0.0%
LARGEST VALUES
1518
1
0.0%
1261
1
0.0%
1155
1
0.0%
1149
1
0.0%
1125
1
0.0%
1050
1
0.0%
1044
1
0.0%
1038
1
0.0%
1035
1
0.0%
1006
1
0.0%
1004
1
0.0%
967
1
0.0%
932
1
0.0%
908
1
0.0%
907
1
0.0%
X41
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X40
0.94
X42
0.94
X39
0.79
X43
0.76
X38
0.59
X44
0.54
X37
0.40
X45
0.32
X36
0.24
X24
-0.19
X25
-0.18
X23
-0.18
X57
-0.17
X58
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
112
1.0%
-9
86
0.7%
-2
84
0.7%
0
83
0.7%
2
83
0.7%
-25
83
0.7%
5
82
0.7%
-20
80
0.7%
22
80
0.7%
-3
80
0.7%
-15
79
0.7%
-18
79
0.7%
11
78
0.7%
6
77
0.7%
17
77
0.7%
SMALLEST VALUES
-1832
1
0.0%
-1409
1
0.0%
-1406
1
0.0%
-1401
1
0.0%
-1334
1
0.0%
-1290
1
0.0%
-1274
1
0.0%
-1258
1
0.0%
-1199
1
0.0%
-1194
1
0.0%
-1188
1
0.0%
-1170
1
0.0%
-1128
1
0.0%
-1108
1
0.0%
-1102
1
0.0%
LARGEST VALUES
1293
1
0.0%
1229
1
0.0%
1060
1
0.0%
1050
1
0.0%
1025
1
0.0%
1018
1
0.0%
1015
1
0.0%
1014
1
0.0%
1010
1
0.0%
1008
1
0.0%
995
1
0.0%
984
1
0.0%
980
1
0.0%
979
1
0.0%
970
1
0.0%
X42
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X41
0.94
X43
0.93
X40
0.78
X44
0.76
X39
0.58
X45
0.54
X38
0.38
X46
0.33
X37
0.23
X25
-0.19
X26
-0.19
X24
-0.18
X47
0.16
X27
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.03
MOST FREQUENT VALUES
-1
93
0.8%
2
92
0.8%
-11
82
0.7%
-22
82
0.7%
-13
81
0.7%
-18
80
0.7%
-39
80
0.7%
7
79
0.7%
1
78
0.7%
-14
78
0.7%
3
78
0.7%
22
78
0.7%
-8
78
0.7%
-35
77
0.7%
17
76
0.7%
SMALLEST VALUES
-1865
1
0.0%
-1599
1
0.0%
-1514
1
0.0%
-1299
1
0.0%
-1293
1
0.0%
-1281
1
0.0%
-1240
1
0.0%
-1213
1
0.0%
-1199
1
0.0%
-1181
1
0.0%
-1162
1
0.0%
-1149
1
0.0%
-1090
1
0.0%
-1089
1
0.0%
-1068
1
0.0%
LARGEST VALUES
1309
1
0.0%
1255
1
0.0%
1181
1
0.0%
1133
1
0.0%
1075
1
0.0%
1073
1
0.0%
1048
1
0.0%
1040
1
0.0%
1038
1
0.0%
1028
1
0.0%
1024
1
0.0%
1012
1
0.0%
993
1
0.0%
961
1
0.0%
957
1
0.0%
X43
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X42
0.93
X44
0.93
X41
0.76
X45
0.76
X40
0.56
X46
0.55
X39
0.36
X47
0.34
X38
0.20
X26
-0.20
X27
-0.19
X25
-0.19
X48
0.17
X24
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
-1
105
0.9%
-3
92
0.8%
-6
90
0.8%
-13
87
0.8%
-27
86
0.7%
-21
85
0.7%
-14
84
0.7%
19
84
0.7%
-9
82
0.7%
-11
80
0.7%
-4
80
0.7%
3
80
0.7%
-15
79
0.7%
-16
78
0.7%
1
76
0.7%
SMALLEST VALUES
-1656
1
0.0%
-1511
1
0.0%
-1453
1
0.0%
-1414
1
0.0%
-1296
1
0.0%
-1221
1
0.0%
-1202
1
0.0%
-1190
1
0.0%
-1170
1
0.0%
-1166
1
0.0%
-1153
1
0.0%
-1147
1
0.0%
-1141
1
0.0%
-1106
1
0.0%
-1053
1
0.0%
LARGEST VALUES
1451
1
0.0%
1293
1
0.0%
1267
1
0.0%
1177
1
0.0%
1136
1
0.0%
1087
1
0.0%
1081
1
0.0%
1047
1
0.0%
998
1
0.0%
981
1
0.0%
968
1
0.0%
963
1
0.0%
941
1
0.0%
937
1
0.0%
932
1
0.0%
X44
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X45
0.93
X43
0.93
X46
0.77
X42
0.76
X47
0.55
X41
0.54
X48
0.35
X40
0.33
X27
-0.20
X26
-0.20
X49
0.19
X28
-0.19
X39
0.17
X25
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
-1
103
0.9%
-30
86
0.7%
-10
85
0.7%
4
83
0.7%
-21
81
0.7%
3
81
0.7%
-6
81
0.7%
2
80
0.7%
7
80
0.7%
-23
80
0.7%
-19
79
0.7%
-3
79
0.7%
-28
79
0.7%
0
79
0.7%
-7
78
0.7%
SMALLEST VALUES
-1825
1
0.0%
-1727
1
0.0%
-1584
1
0.0%
-1486
1
0.0%
-1483
1
0.0%
-1377
1
0.0%
-1375
1
0.0%
-1374
1
0.0%
-1325
1
0.0%
-1279
1
0.0%
-1252
1
0.0%
-1248
1
0.0%
-1195
1
0.0%
-1183
1
0.0%
-1163
1
0.0%
LARGEST VALUES
1567
1
0.0%
1200
1
0.0%
1174
1
0.0%
1167
1
0.0%
1165
1
0.0%
1085
1
0.0%
1079
1
0.0%
1075
1
0.0%
1071
1
0.0%
1043
1
0.0%
1026
1
0.0%
982
1
0.0%
962
1
0.0%
950
1
0.0%
939
1
0.0%
X45
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X46
0.94
X44
0.93
X47
0.77
X43
0.76
X48
0.57
X42
0.54
X49
0.37
X41
0.32
X50
0.21
X27
-0.21
X28
-0.20
X26
-0.19
X29
-0.17
X40
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
92
0.8%
-22
88
0.8%
-6
86
0.7%
7
83
0.7%
22
82
0.7%
-35
82
0.7%
-12
81
0.7%
-11
81
0.7%
-15
80
0.7%
-2
79
0.7%
-19
79
0.7%
5
79
0.7%
-20
79
0.7%
1
78
0.7%
12
76
0.7%
SMALLEST VALUES
-1870
1
0.0%
-1867
1
0.0%
-1842
1
0.0%
-1626
1
0.0%
-1586
1
0.0%
-1500
1
0.0%
-1486
1
0.0%
-1398
1
0.0%
-1395
1
0.0%
-1356
1
0.0%
-1338
1
0.0%
-1311
1
0.0%
-1307
1
0.0%
-1195
1
0.0%
-1173
1
0.0%
LARGEST VALUES
1388
1
0.0%
1242
1
0.0%
1160
1
0.0%
1150
1
0.0%
1096
1
0.0%
1063
1
0.0%
1050
1
0.0%
1049
1
0.0%
1048
1
0.0%
1041
1
0.0%
1021
1
0.0%
1001
1
0.0%
993
1
0.0%
960
1
0.0%
956
1
0.0%
X46
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X47
0.94
X45
0.94
X48
0.78
X44
0.77
X49
0.58
X43
0.55
X50
0.38
X42
0.33
X51
0.22
X28
-0.20
X27
-0.20
X29
-0.18
X26
-0.17
X41
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-5
94
0.8%
-1
92
0.8%
-10
87
0.8%
-6
84
0.7%
-12
81
0.7%
-19
80
0.7%
23
80
0.7%
1
77
0.7%
8
76
0.7%
-29
76
0.7%
3
76
0.7%
-32
76
0.7%
-28
75
0.7%
2
75
0.7%
4
74
0.6%
SMALLEST VALUES
-1868
1
0.0%
-1863
1
0.0%
-1851
1
0.0%
-1849
1
0.0%
-1660
1
0.0%
-1613
1
0.0%
-1556
1
0.0%
-1553
1
0.0%
-1527
1
0.0%
-1501
1
0.0%
-1463
1
0.0%
-1433
1
0.0%
-1393
1
0.0%
-1274
1
0.0%
-1270
1
0.0%
LARGEST VALUES
1473
1
0.0%
1230
1
0.0%
1188
1
0.0%
1178
1
0.0%
1114
1
0.0%
1076
2
0.0%
1058
1
0.0%
1026
1
0.0%
1016
1
0.0%
1006
1
0.0%
997
1
0.0%
941
1
0.0%
930
1
0.0%
929
1
0.0%
916
1
0.0%
X47
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X48
0.94
X46
0.94
X49
0.78
X45
0.77
X50
0.58
X44
0.55
X51
0.37
X43
0.34
X52
0.20
X28
-0.18
X29
-0.18
X27
-0.17
X42
0.16
X30
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
120
1.0%
2
85
0.7%
-8
84
0.7%
5
82
0.7%
-9
82
0.7%
-2
82
0.7%
29
82
0.7%
-13
81
0.7%
-15
81
0.7%
-19
78
0.7%
-27
77
0.7%
-17
76
0.7%
11
76
0.7%
8
75
0.7%
-3
74
0.6%
SMALLEST VALUES
-1850
1
0.0%
-1839
1
0.0%
-1765
1
0.0%
-1745
1
0.0%
-1703
1
0.0%
-1686
1
0.0%
-1610
1
0.0%
-1605
1
0.0%
-1600
1
0.0%
-1535
1
0.0%
-1529
1
0.0%
-1499
1
0.0%
-1488
1
0.0%
-1390
1
0.0%
-1292
1
0.0%
LARGEST VALUES
1846
1
0.0%
1467
1
0.0%
1417
1
0.0%
1181
1
0.0%
1154
1
0.0%
1058
1
0.0%
1019
1
0.0%
1001
1
0.0%
999
1
0.0%
993
1
0.0%
990
1
0.0%
989
1
0.0%
953
1
0.0%
952
1
0.0%
947
1
0.0%
X48
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X49
0.94
X47
0.94
X50
0.78
X46
0.78
X51
0.57
X45
0.57
X52
0.35
X44
0.35
X53
0.18
X43
0.17
X30
-0.16
X29
-0.16
X31
-0.15
X28
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
110
1.0%
-12
88
0.8%
-2
87
0.8%
-24
85
0.7%
4
84
0.7%
0
82
0.7%
12
81
0.7%
-3
80
0.7%
17
79
0.7%
5
78
0.7%
-20
76
0.7%
-8
75
0.7%
-7
75
0.7%
-5
74
0.6%
10
74
0.6%
SMALLEST VALUES
-1869
1
0.0%
-1861
1
0.0%
-1850
1
0.0%
-1849
1
0.0%
-1676
1
0.0%
-1673
1
0.0%
-1625
1
0.0%
-1566
1
0.0%
-1546
1
0.0%
-1473
1
0.0%
-1400
1
0.0%
-1328
1
0.0%
-1326
1
0.0%
-1275
1
0.0%
-1238
1
0.0%
LARGEST VALUES
2047
2
0.0%
1249
1
0.0%
1244
1
0.0%
1175
1
0.0%
1168
1
0.0%
1126
1
0.0%
1116
1
0.0%
1069
1
0.0%
1059
1
0.0%
1054
1
0.0%
1053
1
0.0%
1047
1
0.0%
1028
1
0.0%
988
1
0.0%
983
1
0.0%
X49
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X48
0.94
X50
0.94
X47
0.78
X51
0.77
X46
0.58
X52
0.54
X45
0.37
X53
0.32
X44
0.19
X66
-0.17
X54
0.17
X67
-0.16
X65
-0.16
X31
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.01
MOST FREQUENT VALUES
-3
90
0.8%
4
85
0.7%
-7
84
0.7%
-1
84
0.7%
-20
83
0.7%
0
82
0.7%
-12
79
0.7%
-16
78
0.7%
-9
78
0.7%
-23
77
0.7%
17
77
0.7%
7
76
0.7%
13
76
0.7%
3
76
0.7%
-5
76
0.7%
SMALLEST VALUES
-1885
1
0.0%
-1866
1
0.0%
-1849
1
0.0%
-1786
1
0.0%
-1699
1
0.0%
-1574
1
0.0%
-1560
1
0.0%
-1412
1
0.0%
-1385
1
0.0%
-1363
1
0.0%
-1357
1
0.0%
-1331
1
0.0%
-1258
1
0.0%
-1231
1
0.0%
-1224
1
0.0%
LARGEST VALUES
2047
2
0.0%
1358
1
0.0%
1174
1
0.0%
1127
1
0.0%
1114
1
0.0%
1087
1
0.0%
1030
1
0.0%
1017
1
0.0%
1004
1
0.0%
1002
1
0.0%
994
1
0.0%
988
1
0.0%
977
3
0.0%
971
1
0.0%
970
1
0.0%
X50
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X49
0.94
X51
0.93
X48
0.78
X52
0.75
X47
0.58
X53
0.52
X46
0.38
X54
0.32
X45
0.21
X67
-0.18
X55
0.18
X66
-0.17
X68
-0.17
X65
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-5
98
0.9%
-1
97
0.8%
-25
88
0.8%
4
86
0.7%
1
86
0.7%
-3
81
0.7%
-23
80
0.7%
2
80
0.7%
8
78
0.7%
7
78
0.7%
19
77
0.7%
0
77
0.7%
-21
76
0.7%
22
74
0.6%
-14
74
0.6%
SMALLEST VALUES
-1871
1
0.0%
-1858
1
0.0%
-1849
1
0.0%
-1728
1
0.0%
-1582
1
0.0%
-1575
1
0.0%
-1568
1
0.0%
-1561
1
0.0%
-1545
1
0.0%
-1516
1
0.0%
-1447
1
0.0%
-1347
1
0.0%
-1334
1
0.0%
-1317
1
0.0%
-1296
1
0.0%
LARGEST VALUES
2047
2
0.0%
1301
1
0.0%
1271
1
0.0%
1128
1
0.0%
1116
1
0.0%
1109
1
0.0%
1055
1
0.0%
1015
1
0.0%
1010
1
0.0%
1001
1
0.0%
990
1
0.0%
940
1
0.0%
927
1
0.0%
919
1
0.0%
914
1
0.0%
X51
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X50
0.93
X52
0.93
X49
0.77
X53
0.75
X48
0.57
X54
0.54
X47
0.37
X55
0.34
X46
0.22
X56
0.20
X68
-0.18
X67
-0.18
X69
-0.16
X66
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.01
MOST FREQUENT VALUES
-1
97
0.8%
0
93
0.8%
19
84
0.7%
-16
83
0.7%
-25
83
0.7%
-9
82
0.7%
-3
80
0.7%
-14
80
0.7%
-7
79
0.7%
-20
79
0.7%
13
78
0.7%
3
78
0.7%
-19
77
0.7%
-23
76
0.7%
-21
76
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1849
1
0.0%
-1839
1
0.0%
-1813
1
0.0%
-1618
1
0.0%
-1481
1
0.0%
-1426
1
0.0%
-1414
1
0.0%
-1412
1
0.0%
-1364
1
0.0%
-1330
1
0.0%
-1322
1
0.0%
-1304
1
0.0%
-1274
1
0.0%
-1243
1
0.0%
LARGEST VALUES
2047
2
0.0%
1507
1
0.0%
1191
1
0.0%
1130
1
0.0%
1073
1
0.0%
1047
1
0.0%
1042
1
0.0%
1012
1
0.0%
987
1
0.0%
959
1
0.0%
957
1
0.0%
943
1
0.0%
937
1
0.0%
934
1
0.0%
918
1
0.0%
X52
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X53
0.93
X51
0.93
X54
0.77
X50
0.75
X55
0.57
X49
0.54
X56
0.38
X48
0.35
X57
0.23
X47
0.20
X68
-0.17
X69
-0.16
X67
-0.15
X36
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.01
MOST FREQUENT VALUES
-1
102
0.9%
8
86
0.7%
-7
86
0.7%
10
79
0.7%
-19
79
0.7%
-12
78
0.7%
-13
78
0.7%
-21
78
0.7%
-23
78
0.7%
-22
78
0.7%
7
76
0.7%
-15
75
0.7%
-34
75
0.7%
12
75
0.7%
4
75
0.7%
SMALLEST VALUES
-1848
1
0.0%
-1805
1
0.0%
-1736
1
0.0%
-1585
1
0.0%
-1408
1
0.0%
-1340
1
0.0%
-1335
1
0.0%
-1325
1
0.0%
-1289
1
0.0%
-1288
1
0.0%
-1273
1
0.0%
-1221
1
0.0%
-1206
1
0.0%
-1194
1
0.0%
-1190
1
0.0%
LARGEST VALUES
2047
2
0.0%
1340
1
0.0%
1315
1
0.0%
1219
1
0.0%
1053
1
0.0%
1031
1
0.0%
1018
1
0.0%
1017
1
0.0%
1007
1
0.0%
961
1
0.0%
946
1
0.0%
932
1
0.0%
906
1
0.0%
905
1
0.0%
893
1
0.0%
X53
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X54
0.94
X52
0.93
X55
0.78
X51
0.75
X56
0.59
X50
0.52
X57
0.39
X49
0.32
X58
0.23
X48
0.18
X37
-0.17
X36
-0.17
X38
-0.15
X35
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
103
0.9%
-13
89
0.8%
7
88
0.8%
-12
86
0.7%
-17
85
0.7%
6
83
0.7%
13
83
0.7%
-9
82
0.7%
9
81
0.7%
-23
79
0.7%
-15
79
0.7%
4
78
0.7%
-24
77
0.7%
12
77
0.7%
3
77
0.7%
SMALLEST VALUES
-1868
1
0.0%
-1864
1
0.0%
-1646
1
0.0%
-1621
1
0.0%
-1587
1
0.0%
-1497
1
0.0%
-1470
1
0.0%
-1343
1
0.0%
-1334
1
0.0%
-1302
1
0.0%
-1298
1
0.0%
-1244
1
0.0%
-1235
1
0.0%
-1199
1
0.0%
-1193
1
0.0%
LARGEST VALUES
2021
1
0.0%
1873
1
0.0%
1304
1
0.0%
1135
1
0.0%
1123
1
0.0%
1097
1
0.0%
1025
1
0.0%
1010
1
0.0%
1007
1
0.0%
976
1
0.0%
959
1
0.0%
953
1
0.0%
939
1
0.0%
938
1
0.0%
930
1
0.0%
X54
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X55
0.94
X53
0.94
X56
0.79
X52
0.77
X57
0.58
X51
0.54
X58
0.37
X50
0.32
X59
0.20
X37
-0.18
X38
-0.18
X36
-0.17
X49
0.17
X39
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
99
0.9%
-2
89
0.8%
5
88
0.8%
-16
83
0.7%
-13
83
0.7%
-27
81
0.7%
7
80
0.7%
23
80
0.7%
4
80
0.7%
-22
79
0.7%
16
78
0.7%
-32
78
0.7%
2
77
0.7%
0
76
0.7%
-23
75
0.7%
SMALLEST VALUES
-1788
1
0.0%
-1777
1
0.0%
-1738
1
0.0%
-1720
1
0.0%
-1670
1
0.0%
-1648
1
0.0%
-1458
1
0.0%
-1457
1
0.0%
-1423
1
0.0%
-1266
1
0.0%
-1239
1
0.0%
-1236
1
0.0%
-1199
1
0.0%
-1195
1
0.0%
-1174
1
0.0%
LARGEST VALUES
1890
1
0.0%
1506
1
0.0%
1219
1
0.0%
1196
1
0.0%
1126
2
0.0%
1105
1
0.0%
1104
1
0.0%
1063
1
0.0%
1038
1
0.0%
1023
1
0.0%
972
1
0.0%
965
1
0.0%
951
1
0.0%
945
1
0.0%
943
1
0.0%
X55
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X56
0.94
X54
0.94
X53
0.78
X57
0.78
X52
0.57
X58
0.56
X51
0.34
X59
0.34
X38
-0.19
X39
-0.18
X37
-0.18
X60
0.18
X50
0.18
X40
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
94
0.8%
0
91
0.8%
17
89
0.8%
2
86
0.7%
-5
85
0.7%
6
84
0.7%
-9
84
0.7%
-15
83
0.7%
-19
82
0.7%
-27
82
0.7%
10
79
0.7%
12
79
0.7%
-7
78
0.7%
14
78
0.7%
-28
78
0.7%
SMALLEST VALUES
-1773
1
0.0%
-1641
1
0.0%
-1607
1
0.0%
-1580
1
0.0%
-1565
1
0.0%
-1545
1
0.0%
-1529
1
0.0%
-1504
1
0.0%
-1428
1
0.0%
-1397
1
0.0%
-1349
1
0.0%
-1232
1
0.0%
-1229
1
0.0%
-1200
1
0.0%
-1194
1
0.0%
LARGEST VALUES
1777
1
0.0%
1333
1
0.0%
1312
1
0.0%
1229
1
0.0%
1198
1
0.0%
1189
1
0.0%
1173
1
0.0%
1134
1
0.0%
1131
1
0.0%
1103
1
0.0%
1100
1
0.0%
1057
1
0.0%
1048
1
0.0%
1025
1
0.0%
982
1
0.0%
X56
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X55
0.94
X57
0.93
X54
0.79
X58
0.76
X53
0.59
X59
0.53
X52
0.38
X60
0.32
X51
0.20
X39
-0.19
X40
-0.18
X38
-0.18
X61
0.18
X37
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
99
0.9%
-9
94
0.8%
0
91
0.8%
-5
90
0.8%
16
90
0.8%
-3
86
0.7%
11
85
0.7%
-7
85
0.7%
2
84
0.7%
3
84
0.7%
-8
84
0.7%
9
82
0.7%
7
79
0.7%
4
79
0.7%
-27
78
0.7%
SMALLEST VALUES
-1862
1
0.0%
-1838
1
0.0%
-1810
1
0.0%
-1808
1
0.0%
-1746
1
0.0%
-1677
1
0.0%
-1625
1
0.0%
-1397
1
0.0%
-1393
1
0.0%
-1382
1
0.0%
-1336
1
0.0%
-1231
1
0.0%
-1230
1
0.0%
-1168
1
0.0%
-1167
1
0.0%
LARGEST VALUES
1674
1
0.0%
1194
1
0.0%
1166
1
0.0%
1155
1
0.0%
1120
1
0.0%
1098
1
0.0%
1087
1
0.0%
1086
1
0.0%
1053
1
0.0%
1049
1
0.0%
1029
1
0.0%
1010
1
0.0%
997
1
0.0%
991
1
0.0%
988
1
0.0%
X57
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X56
0.93
X58
0.93
X55
0.78
X59
0.75
X54
0.58
X60
0.54
X53
0.39
X61
0.35
X52
0.23
X62
0.21
X40
-0.18
X39
-0.18
X41
-0.17
X38
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
105
0.9%
8
90
0.8%
0
87
0.8%
1
87
0.8%
-18
86
0.7%
12
86
0.7%
-15
83
0.7%
-7
81
0.7%
-28
81
0.7%
-2
79
0.7%
2
79
0.7%
-6
78
0.7%
-14
78
0.7%
-12
77
0.7%
-19
77
0.7%
SMALLEST VALUES
-1869
2
0.0%
-1866
1
0.0%
-1864
1
0.0%
-1669
1
0.0%
-1645
1
0.0%
-1494
1
0.0%
-1492
1
0.0%
-1491
1
0.0%
-1473
1
0.0%
-1452
1
0.0%
-1233
1
0.0%
-1172
1
0.0%
-1147
1
0.0%
-1136
1
0.0%
-1076
1
0.0%
LARGEST VALUES
1590
1
0.0%
1507
1
0.0%
1111
1
0.0%
1107
1
0.0%
1092
1
0.0%
1075
1
0.0%
1063
1
0.0%
1059
1
0.0%
1048
1
0.0%
1046
1
0.0%
1030
1
0.0%
1027
1
0.0%
1015
1
0.0%
962
1
0.0%
954
1
0.0%
X58
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X57
0.93
X59
0.93
X60
0.76
X56
0.76
X61
0.57
X55
0.56
X62
0.40
X54
0.37
X63
0.25
X53
0.23
X41
-0.17
X40
-0.17
X75
-0.16
X74
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
12
94
0.8%
0
90
0.8%
-3
88
0.8%
-13
85
0.7%
-14
84
0.7%
2
83
0.7%
-35
82
0.7%
-1
82
0.7%
5
81
0.7%
22
81
0.7%
1
80
0.7%
-4
80
0.7%
-8
79
0.7%
-19
77
0.7%
-5
77
0.7%
SMALLEST VALUES
-1865
1
0.0%
-1853
1
0.0%
-1793
1
0.0%
-1770
1
0.0%
-1726
1
0.0%
-1696
1
0.0%
-1685
1
0.0%
-1650
1
0.0%
-1567
1
0.0%
-1377
1
0.0%
-1348
1
0.0%
-1241
1
0.0%
-1235
1
0.0%
-1167
1
0.0%
-1143
1
0.0%
LARGEST VALUES
1869
1
0.0%
1527
1
0.0%
1229
1
0.0%
1198
1
0.0%
1146
1
0.0%
1124
1
0.0%
1082
1
0.0%
1051
1
0.0%
1041
1
0.0%
1038
1
0.0%
1036
1
0.0%
988
1
0.0%
981
1
0.0%
976
1
0.0%
974
1
0.0%
X59
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X60
0.94
X58
0.93
X61
0.79
X57
0.75
X62
0.60
X56
0.53
X63
0.41
X55
0.34
X64
0.25
X54
0.20
X42
-0.15
X76
-0.15
X41
-0.15
X75
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
113
1.0%
7
88
0.8%
-18
88
0.8%
0
87
0.8%
-10
82
0.7%
10
81
0.7%
-32
81
0.7%
-17
80
0.7%
2
80
0.7%
-8
79
0.7%
-7
78
0.7%
8
78
0.7%
1
77
0.7%
-27
76
0.7%
-2
76
0.7%
SMALLEST VALUES
-1863
1
0.0%
-1857
1
0.0%
-1850
1
0.0%
-1841
1
0.0%
-1770
1
0.0%
-1631
1
0.0%
-1518
1
0.0%
-1483
1
0.0%
-1377
1
0.0%
-1354
1
0.0%
-1348
1
0.0%
-1294
1
0.0%
-1290
1
0.0%
-1251
1
0.0%
-1222
1
0.0%
LARGEST VALUES
2047
1
0.0%
1465
1
0.0%
1260
1
0.0%
1221
1
0.0%
1077
1
0.0%
1070
1
0.0%
1033
1
0.0%
1020
1
0.0%
998
1
0.0%
994
1
0.0%
989
2
0.0%
985
1
0.0%
978
1
0.0%
945
1
0.0%
940
1
0.0%
X60
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X61
0.94
X59
0.94
X62
0.80
X58
0.76
X63
0.60
X57
0.54
X64
0.39
X56
0.32
X65
0.21
X55
0.18
X78
-0.16
X77
-0.16
X79
-0.15
X76
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
107
0.9%
-5
90
0.8%
-21
89
0.8%
-11
88
0.8%
8
83
0.7%
-13
83
0.7%
-8
82
0.7%
0
79
0.7%
-12
79
0.7%
-23
78
0.7%
-22
77
0.7%
-16
77
0.7%
-24
76
0.7%
-9
76
0.7%
-2
76
0.7%
SMALLEST VALUES
-1861
1
0.0%
-1849
1
0.0%
-1773
1
0.0%
-1743
1
0.0%
-1734
1
0.0%
-1619
1
0.0%
-1556
1
0.0%
-1551
1
0.0%
-1440
1
0.0%
-1339
1
0.0%
-1282
1
0.0%
-1278
1
0.0%
-1263
1
0.0%
-1242
1
0.0%
-1220
1
0.0%
LARGEST VALUES
2047
1
0.0%
1401
1
0.0%
1309
1
0.0%
1161
1
0.0%
1099
1
0.0%
1086
1
0.0%
1005
1
0.0%
983
1
0.0%
967
1
0.0%
961
1
0.0%
958
1
0.0%
951
1
0.0%
942
1
0.0%
937
1
0.0%
933
1
0.0%
X61
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X62
0.94
X60
0.94
X59
0.79
X63
0.79
X58
0.57
X64
0.56
X65
0.35
X57
0.35
X66
0.19
X56
0.18
X78
-0.17
X79
-0.17
X77
-0.15
X80
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.03
MOST FREQUENT VALUES
-1
104
0.9%
2
94
0.8%
-9
89
0.8%
-15
89
0.8%
-14
89
0.8%
4
82
0.7%
-10
82
0.7%
-12
81
0.7%
-11
81
0.7%
-16
80
0.7%
3
80
0.7%
1
78
0.7%
9
78
0.7%
-4
78
0.7%
6
78
0.7%
SMALLEST VALUES
-1868
1
0.0%
-1859
1
0.0%
-1848
1
0.0%
-1654
1
0.0%
-1541
1
0.0%
-1505
1
0.0%
-1466
1
0.0%
-1412
1
0.0%
-1390
1
0.0%
-1336
1
0.0%
-1327
1
0.0%
-1270
1
0.0%
-1252
1
0.0%
-1240
1
0.0%
-1239
1
0.0%
LARGEST VALUES
2047
1
0.0%
1337
1
0.0%
1248
1
0.0%
1185
1
0.0%
1172
1
0.0%
1052
1
0.0%
1029
1
0.0%
1023
1
0.0%
996
1
0.0%
959
1
0.0%
956
1
0.0%
943
1
0.0%
941
1
0.0%
930
1
0.0%
921
1
0.0%
X62
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X61
0.94
X63
0.94
X60
0.80
X64
0.76
X59
0.60
X65
0.54
X58
0.40
X66
0.35
X57
0.21
X67
0.20
X79
-0.17
X78
-0.16
X80
-0.16
X77
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
111
1.0%
-14
89
0.8%
0
86
0.7%
-21
86
0.7%
-19
86
0.7%
-7
83
0.7%
5
83
0.7%
6
82
0.7%
-9
82
0.7%
-3
82
0.7%
-18
81
0.7%
10
80
0.7%
-10
80
0.7%
16
77
0.7%
-16
77
0.7%
SMALLEST VALUES
-1860
1
0.0%
-1724
1
0.0%
-1616
1
0.0%
-1570
1
0.0%
-1492
1
0.0%
-1398
1
0.0%
-1389
1
0.0%
-1367
1
0.0%
-1354
1
0.0%
-1323
1
0.0%
-1321
1
0.0%
-1310
1
0.0%
-1305
1
0.0%
-1302
1
0.0%
-1301
1
0.0%
LARGEST VALUES
2047
1
0.0%
1285
1
0.0%
1223
1
0.0%
1134
1
0.0%
1103
1
0.0%
1088
1
0.0%
1080
1
0.0%
1049
1
0.0%
1046
1
0.0%
1003
1
0.0%
1001
1
0.0%
981
1
0.0%
976
1
0.0%
969
1
0.0%
908
1
0.0%
X63
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X62
0.94
X64
0.93
X61
0.79
X65
0.76
X60
0.60
X66
0.56
X59
0.41
X67
0.36
X58
0.25
X68
0.21
X80
-0.16
X79
-0.16
X81
-0.15
X78
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
105
0.9%
10
86
0.7%
2
86
0.7%
-9
86
0.7%
-10
84
0.7%
-2
81
0.7%
-19
81
0.7%
-21
80
0.7%
-8
79
0.7%
-7
78
0.7%
11
78
0.7%
-13
78
0.7%
-3
78
0.7%
-27
77
0.7%
7
77
0.7%
SMALLEST VALUES
-1627
1
0.0%
-1617
1
0.0%
-1493
1
0.0%
-1482
1
0.0%
-1475
1
0.0%
-1358
1
0.0%
-1354
1
0.0%
-1321
1
0.0%
-1291
1
0.0%
-1288
1
0.0%
-1205
1
0.0%
-1184
1
0.0%
-1181
1
0.0%
-1158
1
0.0%
-1140
1
0.0%
LARGEST VALUES
1880
1
0.0%
1420
1
0.0%
1229
1
0.0%
1079
1
0.0%
1021
1
0.0%
988
1
0.0%
976
1
0.0%
952
1
0.0%
950
1
0.0%
948
1
0.0%
945
1
0.0%
944
1
0.0%
910
1
0.0%
907
1
0.0%
906
1
0.0%
X64
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X65
0.93
X63
0.93
X66
0.78
X62
0.76
X67
0.58
X61
0.56
X60
0.39
X68
0.38
X59
0.25
X69
0.21
X58
0.15
X80
-0.15
X81
-0.15
X82
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
106
0.9%
23
86
0.7%
-11
85
0.7%
-10
85
0.7%
10
83
0.7%
-18
82
0.7%
-8
81
0.7%
3
80
0.7%
-12
79
0.7%
-25
77
0.7%
6
76
0.7%
-6
76
0.7%
-16
75
0.7%
21
75
0.7%
-7
75
0.7%
SMALLEST VALUES
-1721
1
0.0%
-1656
1
0.0%
-1611
1
0.0%
-1596
1
0.0%
-1587
1
0.0%
-1581
1
0.0%
-1430
1
0.0%
-1429
1
0.0%
-1406
1
0.0%
-1202
1
0.0%
-1176
1
0.0%
-1170
1
0.0%
-1167
1
0.0%
-1140
1
0.0%
-1137
1
0.0%
LARGEST VALUES
1651
1
0.0%
1309
1
0.0%
1251
1
0.0%
1242
1
0.0%
1161
1
0.0%
1133
1
0.0%
1055
1
0.0%
1052
1
0.0%
1022
1
0.0%
1019
1
0.0%
997
1
0.0%
987
1
0.0%
971
1
0.0%
970
1
0.0%
933
1
0.0%
X65
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X66
0.94
X64
0.93
X67
0.79
X63
0.76
X68
0.58
X62
0.54
X69
0.37
X61
0.35
X60
0.21
X70
0.20
X35
0.16
X49
-0.16
X82
-0.15
X83
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
108
0.9%
-5
88
0.8%
0
83
0.7%
-3
83
0.7%
-16
80
0.7%
-2
80
0.7%
-10
79
0.7%
-27
78
0.7%
7
77
0.7%
-19
77
0.7%
-29
77
0.7%
-13
77
0.7%
9
77
0.7%
-18
76
0.7%
6
76
0.7%
SMALLEST VALUES
-1866
1
0.0%
-1725
1
0.0%
-1630
1
0.0%
-1591
1
0.0%
-1526
1
0.0%
-1506
1
0.0%
-1468
1
0.0%
-1354
1
0.0%
-1270
1
0.0%
-1252
1
0.0%
-1196
1
0.0%
-1145
1
0.0%
-1109
1
0.0%
-1086
1
0.0%
-1084
1
0.0%
LARGEST VALUES
1467
1
0.0%
1455
1
0.0%
1295
1
0.0%
1211
1
0.0%
1191
1
0.0%
1188
1
0.0%
1177
1
0.0%
1155
1
0.0%
1098
1
0.0%
1065
1
0.0%
1010
1
0.0%
1004
1
0.0%
979
1
0.0%
974
1
0.0%
972
1
0.0%
X66
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X65
0.94
X67
0.94
X68
0.78
X64
0.78
X69
0.56
X63
0.56
X70
0.36
X62
0.35
X71
0.20
X61
0.19
X50
-0.17
X35
0.17
X36
0.17
X49
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
115
1.0%
-12
87
0.8%
-24
86
0.7%
-3
85
0.7%
-13
85
0.7%
-11
84
0.7%
20
84
0.7%
-2
81
0.7%
0
80
0.7%
-21
80
0.7%
10
79
0.7%
1
78
0.7%
3
78
0.7%
-27
76
0.7%
-22
76
0.7%
SMALLEST VALUES
-1862
1
0.0%
-1611
1
0.0%
-1503
1
0.0%
-1478
1
0.0%
-1384
1
0.0%
-1362
1
0.0%
-1335
1
0.0%
-1309
1
0.0%
-1186
1
0.0%
-1166
1
0.0%
-1158
1
0.0%
-1125
1
0.0%
-1122
1
0.0%
-1111
1
0.0%
-1096
1
0.0%
LARGEST VALUES
1299
1
0.0%
1281
1
0.0%
1240
1
0.0%
1235
1
0.0%
1162
1
0.0%
1154
1
0.0%
1126
1
0.0%
1108
1
0.0%
1105
1
0.0%
1090
1
0.0%
1082
1
0.0%
1079
1
0.0%
1070
1
0.0%
1049
1
0.0%
1037
1
0.0%
X67
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X66
0.94
X68
0.94
X65
0.79
X69
0.77
X64
0.58
X70
0.56
X63
0.36
X71
0.36
X72
0.20
X62
0.20
X50
-0.18
X51
-0.18
X84
-0.17
X36
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
98
0.9%
-13
84
0.7%
-9
81
0.7%
-27
81
0.7%
-3
79
0.7%
-8
79
0.7%
19
79
0.7%
3
78
0.7%
-7
77
0.7%
-16
76
0.7%
0
75
0.7%
-11
75
0.7%
-15
75
0.7%
-19
75
0.7%
-22
75
0.7%
SMALLEST VALUES
-1844
1
0.0%
-1711
1
0.0%
-1641
1
0.0%
-1566
1
0.0%
-1416
1
0.0%
-1391
1
0.0%
-1306
1
0.0%
-1234
1
0.0%
-1233
1
0.0%
-1229
1
0.0%
-1207
1
0.0%
-1187
1
0.0%
-1156
1
0.0%
-1138
1
0.0%
-1110
1
0.0%
LARGEST VALUES
1278
1
0.0%
1201
1
0.0%
1187
1
0.0%
1182
1
0.0%
1173
1
0.0%
1165
1
0.0%
1162
1
0.0%
1146
1
0.0%
1134
1
0.0%
1111
1
0.0%
1067
1
0.0%
1063
1
0.0%
1050
1
0.0%
1038
1
0.0%
1018
1
0.0%
X68
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X67
0.94
X69
0.93
X66
0.78
X70
0.77
X65
0.58
X71
0.57
X64
0.38
X72
0.37
X73
0.22
X63
0.21
X51
-0.18
X85
-0.17
X84
-0.17
X50
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.03
MOST FREQUENT VALUES
-1
108
0.9%
-15
97
0.8%
0
96
0.8%
2
90
0.8%
-11
87
0.8%
-13
85
0.7%
5
83
0.7%
-2
82
0.7%
-4
81
0.7%
-26
81
0.7%
17
80
0.7%
7
79
0.7%
-9
75
0.7%
-7
75
0.7%
3
75
0.7%
SMALLEST VALUES
-1843
1
0.0%
-1425
1
0.0%
-1410
1
0.0%
-1387
1
0.0%
-1361
1
0.0%
-1348
1
0.0%
-1212
1
0.0%
-1207
1
0.0%
-1203
1
0.0%
-1167
1
0.0%
-1163
1
0.0%
-1144
1
0.0%
-1142
2
0.0%
-1132
1
0.0%
-1105
1
0.0%
LARGEST VALUES
1241
1
0.0%
1214
1
0.0%
1168
1
0.0%
1155
1
0.0%
1150
1
0.0%
1149
1
0.0%
1145
1
0.0%
1116
1
0.0%
1092
1
0.0%
1083
1
0.0%
1072
1
0.0%
1063
1
0.0%
1048
1
0.0%
1011
1
0.0%
1009
1
0.0%
X69
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X70
0.94
X68
0.93
X71
0.78
X67
0.77
X72
0.58
X66
0.56
X73
0.39
X65
0.37
X74
0.23
X64
0.21
X85
-0.17
X52
-0.16
X51
-0.16
X86
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
107
0.9%
-2
88
0.8%
3
86
0.7%
-12
85
0.7%
7
81
0.7%
5
80
0.7%
-10
77
0.7%
4
76
0.7%
-29
76
0.7%
-21
76
0.7%
19
75
0.7%
-11
74
0.6%
-13
74
0.6%
-43
74
0.6%
-27
74
0.6%
SMALLEST VALUES
-1559
1
0.0%
-1491
1
0.0%
-1463
1
0.0%
-1381
1
0.0%
-1354
1
0.0%
-1339
1
0.0%
-1315
1
0.0%
-1238
1
0.0%
-1221
1
0.0%
-1213
1
0.0%
-1191
1
0.0%
-1183
2
0.0%
-1182
1
0.0%
-1178
1
0.0%
-1170
1
0.0%
LARGEST VALUES
1325
1
0.0%
1236
1
0.0%
1199
1
0.0%
1163
1
0.0%
1122
1
0.0%
1118
1
0.0%
1102
1
0.0%
1096
1
0.0%
1095
1
0.0%
1093
1
0.0%
1092
1
0.0%
1070
1
0.0%
1034
1
0.0%
1026
1
0.0%
1019
1
0.0%
X70
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X71
0.94
X69
0.94
X72
0.79
X68
0.77
X73
0.60
X67
0.56
X74
0.41
X66
0.36
X75
0.23
X65
0.20
X86
-0.15
X52
-0.15
X87
-0.15
X53
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
109
0.9%
-19
85
0.7%
11
85
0.7%
-17
83
0.7%
-12
82
0.7%
-11
81
0.7%
-8
81
0.7%
-21
80
0.7%
-30
79
0.7%
-10
78
0.7%
8
78
0.7%
3
77
0.7%
-16
77
0.7%
-2
77
0.7%
-27
77
0.7%
SMALLEST VALUES
-1797
1
0.0%
-1690
1
0.0%
-1687
1
0.0%
-1477
1
0.0%
-1412
1
0.0%
-1358
1
0.0%
-1347
1
0.0%
-1338
1
0.0%
-1287
1
0.0%
-1277
1
0.0%
-1252
1
0.0%
-1249
1
0.0%
-1211
1
0.0%
-1188
1
0.0%
-1158
1
0.0%
LARGEST VALUES
1270
1
0.0%
1252
1
0.0%
1201
1
0.0%
1183
1
0.0%
1178
1
0.0%
1174
1
0.0%
1164
1
0.0%
1102
1
0.0%
1098
1
0.0%
1085
1
0.0%
1084
1
0.0%
1006
1
0.0%
988
1
0.0%
987
1
0.0%
983
1
0.0%
X71
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X72
0.94
X70
0.94
X73
0.80
X69
0.78
X74
0.60
X68
0.57
X75
0.39
X67
0.36
X76
0.21
X66
0.20
X87
-0.15
X88
-0.15
X53
-0.14
X54
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
3
101
0.9%
-1
92
0.8%
-16
91
0.8%
5
91
0.8%
-29
86
0.7%
-8
84
0.7%
-31
83
0.7%
7
80
0.7%
-18
79
0.7%
-12
79
0.7%
17
79
0.7%
9
78
0.7%
1
78
0.7%
-22
78
0.7%
0
76
0.7%
SMALLEST VALUES
-1844
1
0.0%
-1831
1
0.0%
-1813
1
0.0%
-1618
1
0.0%
-1600
1
0.0%
-1544
1
0.0%
-1475
1
0.0%
-1341
1
0.0%
-1254
1
0.0%
-1160
1
0.0%
-1152
1
0.0%
-1151
1
0.0%
-1133
2
0.0%
-1131
1
0.0%
-1126
1
0.0%
LARGEST VALUES
1390
1
0.0%
1289
1
0.0%
1235
1
0.0%
1219
1
0.0%
1190
1
0.0%
1174
1
0.0%
1154
1
0.0%
1137
1
0.0%
1081
1
0.0%
1075
1
0.0%
1058
1
0.0%
1033
1
0.0%
1032
1
0.0%
1017
1
0.0%
992
1
0.0%
X72
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X73
0.95
X71
0.94
X70
0.79
X74
0.79
X69
0.58
X75
0.57
X68
0.37
X76
0.35
X67
0.20
X77
0.18
X89
-0.15
X88
-0.15
X55
-0.15
X90
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
1
92
0.8%
-4
87
0.8%
-14
85
0.7%
0
84
0.7%
-1
84
0.7%
13
84
0.7%
-15
83
0.7%
-25
82
0.7%
-22
81
0.7%
-13
80
0.7%
-21
79
0.7%
-20
79
0.7%
-3
79
0.7%
3
78
0.7%
-9
78
0.7%
SMALLEST VALUES
-1852
1
0.0%
-1846
1
0.0%
-1664
1
0.0%
-1657
1
0.0%
-1532
1
0.0%
-1445
1
0.0%
-1425
1
0.0%
-1390
1
0.0%
-1349
1
0.0%
-1265
1
0.0%
-1235
1
0.0%
-1231
1
0.0%
-1223
1
0.0%
-1221
1
0.0%
-1209
1
0.0%
LARGEST VALUES
1480
1
0.0%
1365
1
0.0%
1304
1
0.0%
1303
1
0.0%
1281
1
0.0%
1269
1
0.0%
1236
1
0.0%
1219
1
0.0%
1168
1
0.0%
1102
1
0.0%
1063
1
0.0%
1055
1
0.0%
1029
1
0.0%
1026
1
0.0%
1011
1
0.0%
X73
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X72
0.95
X74
0.94
X71
0.80
X75
0.76
X70
0.60
X76
0.54
X69
0.39
X77
0.34
X68
0.22
X78
0.19
X90
-0.17
X89
-0.16
X56
-0.16
X57
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
110
1.0%
-15
90
0.8%
-5
86
0.7%
0
85
0.7%
-21
84
0.7%
13
82
0.7%
-3
80
0.7%
6
80
0.7%
-9
79
0.7%
-11
77
0.7%
-6
77
0.7%
-2
77
0.7%
-7
76
0.7%
4
76
0.7%
-13
76
0.7%
SMALLEST VALUES
-1849
1
0.0%
-1699
1
0.0%
-1550
1
0.0%
-1527
1
0.0%
-1508
1
0.0%
-1445
1
0.0%
-1443
1
0.0%
-1428
1
0.0%
-1377
1
0.0%
-1373
1
0.0%
-1327
1
0.0%
-1306
1
0.0%
-1216
1
0.0%
-1139
1
0.0%
-1100
1
0.0%
LARGEST VALUES
1630
1
0.0%
1456
1
0.0%
1359
1
0.0%
1299
1
0.0%
1289
1
0.0%
1216
1
0.0%
1193
1
0.0%
1151
1
0.0%
1059
1
0.0%
1056
1
0.0%
1045
1
0.0%
1031
1
0.0%
1028
1
0.0%
1008
1
0.0%
984
1
0.0%
X74
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X73
0.94
X75
0.93
X72
0.79
X76
0.76
X71
0.60
X77
0.56
X70
0.41
X78
0.37
X69
0.23
X79
0.22
X90
-0.18
X91
-0.18
X57
-0.16
X56
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
121
1.1%
2
89
0.8%
-7
88
0.8%
-11
82
0.7%
5
82
0.7%
4
79
0.7%
3
78
0.7%
-21
78
0.7%
-23
77
0.7%
-41
76
0.7%
14
75
0.7%
-6
75
0.7%
-5
74
0.6%
-12
73
0.6%
12
73
0.6%
SMALLEST VALUES
-1850
1
0.0%
-1701
1
0.0%
-1518
1
0.0%
-1437
1
0.0%
-1424
1
0.0%
-1358
1
0.0%
-1321
1
0.0%
-1298
1
0.0%
-1287
1
0.0%
-1206
1
0.0%
-1204
1
0.0%
-1203
1
0.0%
-1193
1
0.0%
-1190
1
0.0%
-1095
1
0.0%
LARGEST VALUES
1948
1
0.0%
1340
1
0.0%
1300
1
0.0%
1265
1
0.0%
1262
1
0.0%
1121
1
0.0%
1108
1
0.0%
1083
1
0.0%
1076
1
0.0%
1074
1
0.0%
1073
1
0.0%
1053
1
0.0%
1030
1
0.0%
1026
1
0.0%
1008
1
0.0%
X75
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X76
0.94
X74
0.93
X77
0.79
X73
0.76
X78
0.59
X72
0.57
X79
0.39
X71
0.39
X80
0.23
X70
0.23
X91
-0.18
X92
-0.17
X90
-0.17
X58
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
100
0.9%
-21
89
0.8%
-2
89
0.8%
-19
86
0.7%
-15
86
0.7%
12
85
0.7%
-7
82
0.7%
7
79
0.7%
5
76
0.7%
4
74
0.6%
2
74
0.6%
-16
74
0.6%
-22
74
0.6%
-5
74
0.6%
-6
73
0.6%
SMALLEST VALUES
-1852
1
0.0%
-1849
1
0.0%
-1756
1
0.0%
-1495
1
0.0%
-1378
1
0.0%
-1375
1
0.0%
-1336
1
0.0%
-1315
1
0.0%
-1268
1
0.0%
-1267
1
0.0%
-1259
1
0.0%
-1223
1
0.0%
-1216
1
0.0%
-1209
1
0.0%
-1107
1
0.0%
LARGEST VALUES
2047
1
0.0%
1256
1
0.0%
1253
1
0.0%
1227
1
0.0%
1180
1
0.0%
1148
1
0.0%
1104
1
0.0%
1091
1
0.0%
1036
1
0.0%
1034
1
0.0%
992
1
0.0%
985
1
0.0%
969
1
0.0%
941
1
0.0%
939
1
0.0%
X76
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X77
0.94
X75
0.94
X78
0.79
X74
0.76
X79
0.59
X73
0.54
X80
0.38
X72
0.35
X81
0.22
X71
0.21
X92
-0.17
X91
-0.17
X93
-0.16
X59
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-13
87
0.8%
8
87
0.8%
-1
87
0.8%
-9
81
0.7%
-34
81
0.7%
-14
80
0.7%
-21
80
0.7%
-7
79
0.7%
14
78
0.7%
-15
78
0.7%
-5
78
0.7%
-4
77
0.7%
-8
77
0.7%
11
77
0.7%
4
76
0.7%
SMALLEST VALUES
-1868
1
0.0%
-1860
1
0.0%
-1838
1
0.0%
-1776
1
0.0%
-1623
1
0.0%
-1531
1
0.0%
-1444
1
0.0%
-1352
1
0.0%
-1300
1
0.0%
-1287
1
0.0%
-1269
1
0.0%
-1227
1
0.0%
-1166
1
0.0%
-1154
1
0.0%
-1148
1
0.0%
LARGEST VALUES
2047
1
0.0%
1393
1
0.0%
1197
1
0.0%
1140
1
0.0%
1112
1
0.0%
1109
2
0.0%
1106
1
0.0%
1082
1
0.0%
1071
1
0.0%
1059
1
0.0%
993
1
0.0%
985
1
0.0%
971
1
0.0%
954
1
0.0%
945
1
0.0%
X77
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X76
0.94
X78
0.94
X75
0.79
X79
0.78
X80
0.56
X74
0.56
X81
0.35
X73
0.34
X82
0.20
X72
0.18
X60
-0.16
X61
-0.15
X92
-0.15
X59
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
101
0.9%
11
96
0.8%
-10
92
0.8%
7
82
0.7%
-22
80
0.7%
0
79
0.7%
-9
79
0.7%
17
79
0.7%
-4
78
0.7%
-5
78
0.7%
-30
78
0.7%
13
76
0.7%
26
76
0.7%
-15
76
0.7%
6
74
0.6%
SMALLEST VALUES
-1799
1
0.0%
-1710
1
0.0%
-1524
1
0.0%
-1463
1
0.0%
-1408
1
0.0%
-1375
1
0.0%
-1359
1
0.0%
-1353
1
0.0%
-1331
1
0.0%
-1321
1
0.0%
-1301
1
0.0%
-1283
1
0.0%
-1218
1
0.0%
-1171
1
0.0%
-1165
1
0.0%
LARGEST VALUES
2047
1
0.0%
1579
1
0.0%
1381
1
0.0%
1333
1
0.0%
1122
1
0.0%
1079
1
0.0%
1060
1
0.0%
1059
1
0.0%
1040
1
0.0%
1034
1
0.0%
1019
1
0.0%
986
1
0.0%
972
1
0.0%
960
1
0.0%
948
1
0.0%
X78
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X77
0.94
X79
0.94
X76
0.79
X80
0.76
X75
0.59
X81
0.54
X74
0.37
X82
0.35
X83
0.20
X73
0.19
X61
-0.17
X62
-0.16
X60
-0.16
X63
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
101
0.9%
-15
93
0.8%
-10
86
0.7%
24
85
0.7%
10
85
0.7%
1
83
0.7%
-5
82
0.7%
-23
80
0.7%
-12
80
0.7%
5
77
0.7%
4
77
0.7%
17
76
0.7%
9
75
0.7%
-2
75
0.7%
-11
75
0.7%
SMALLEST VALUES
-1650
1
0.0%
-1610
1
0.0%
-1459
1
0.0%
-1433
1
0.0%
-1411
1
0.0%
-1342
1
0.0%
-1341
1
0.0%
-1286
1
0.0%
-1279
1
0.0%
-1249
1
0.0%
-1235
1
0.0%
-1228
1
0.0%
-1208
1
0.0%
-1192
1
0.0%
-1159
1
0.0%
LARGEST VALUES
2047
1
0.0%
1793
1
0.0%
1528
1
0.0%
1349
1
0.0%
1348
1
0.0%
1321
1
0.0%
1240
1
0.0%
1206
1
0.0%
1167
1
0.0%
1158
1
0.0%
1121
1
0.0%
1118
1
0.0%
1091
1
0.0%
1088
1
0.0%
1074
1
0.0%
X79
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X78
0.94
X80
0.93
X77
0.78
X81
0.76
X76
0.59
X82
0.56
X75
0.39
X83
0.37
X84
0.22
X74
0.22
X62
-0.17
X61
-0.17
X63
-0.16
X60
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
110
1.0%
-14
93
0.8%
0
90
0.8%
-7
89
0.8%
-2
79
0.7%
-10
78
0.7%
5
78
0.7%
-3
78
0.7%
-11
77
0.7%
11
77
0.7%
-32
76
0.7%
-17
76
0.7%
-13
76
0.7%
-6
76
0.7%
-15
75
0.7%
SMALLEST VALUES
-1838
1
0.0%
-1804
1
0.0%
-1731
1
0.0%
-1678
1
0.0%
-1637
1
0.0%
-1583
1
0.0%
-1495
1
0.0%
-1472
1
0.0%
-1443
1
0.0%
-1381
1
0.0%
-1324
1
0.0%
-1315
1
0.0%
-1310
1
0.0%
-1292
1
0.0%
-1203
1
0.0%
LARGEST VALUES
2047
1
0.0%
1405
1
0.0%
1348
1
0.0%
1339
1
0.0%
1332
1
0.0%
1295
1
0.0%
1255
1
0.0%
1243
1
0.0%
1135
1
0.0%
1134
1
0.0%
1123
1
0.0%
1074
1
0.0%
1070
1
0.0%
1055
1
0.0%
1051
2
0.0%
X80
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X81
0.94
X79
0.93
X82
0.78
X78
0.76
X83
0.58
X77
0.56
X76
0.38
X84
0.38
X75
0.23
X85
0.21
X63
-0.16
X62
-0.16
X64
-0.15
X61
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
125
1.1%
-7
93
0.8%
-2
91
0.8%
-3
85
0.7%
1
84
0.7%
-9
83
0.7%
-14
81
0.7%
-21
80
0.7%
-18
79
0.7%
-32
78
0.7%
-10
78
0.7%
-23
77
0.7%
-13
77
0.7%
20
76
0.7%
-12
76
0.7%
SMALLEST VALUES
-1872
1
0.0%
-1841
1
0.0%
-1839
1
0.0%
-1817
1
0.0%
-1806
1
0.0%
-1787
2
0.0%
-1759
1
0.0%
-1724
1
0.0%
-1622
1
0.0%
-1513
1
0.0%
-1441
1
0.0%
-1426
1
0.0%
-1373
1
0.0%
-1353
1
0.0%
-1337
1
0.0%
LARGEST VALUES
1925
1
0.0%
1274
1
0.0%
1199
1
0.0%
1194
1
0.0%
1177
1
0.0%
1168
1
0.0%
1160
1
0.0%
1133
1
0.0%
1110
1
0.0%
1072
1
0.0%
1035
1
0.0%
1027
1
0.0%
1024
1
0.0%
1018
1
0.0%
994
1
0.0%
X81
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X82
0.94
X80
0.94
X83
0.79
X79
0.76
X84
0.58
X78
0.54
X85
0.36
X77
0.35
X76
0.22
X86
0.18
X64
-0.15
X65
-0.15
X63
-0.15
X98
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-5
93
0.8%
3
91
0.8%
-2
90
0.8%
-1
88
0.8%
-3
86
0.7%
-15
84
0.7%
-16
83
0.7%
-21
83
0.7%
-25
82
0.7%
-10
82
0.7%
-11
82
0.7%
0
82
0.7%
-12
80
0.7%
-7
79
0.7%
13
79
0.7%
SMALLEST VALUES
-1884
1
0.0%
-1882
1
0.0%
-1870
1
0.0%
-1865
1
0.0%
-1864
1
0.0%
-1838
1
0.0%
-1808
1
0.0%
-1703
1
0.0%
-1678
1
0.0%
-1638
1
0.0%
-1612
1
0.0%
-1508
1
0.0%
-1483
1
0.0%
-1475
1
0.0%
-1419
1
0.0%
LARGEST VALUES
1818
1
0.0%
1642
1
0.0%
1338
1
0.0%
1130
1
0.0%
1115
1
0.0%
1110
1
0.0%
1109
1
0.0%
1101
1
0.0%
1065
1
0.0%
1047
1
0.0%
1042
1
0.0%
1031
1
0.0%
1011
1
0.0%
988
1
0.0%
982
1
0.0%
X82
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X81
0.94
X83
0.94
X80
0.78
X84
0.77
X79
0.56
X85
0.54
X78
0.35
X86
0.32
X77
0.20
X87
0.16
X65
-0.15
X66
-0.15
X64
-0.14
X99
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
107
0.9%
-12
93
0.8%
-6
92
0.8%
-11
90
0.8%
2
90
0.8%
-15
86
0.7%
-10
84
0.7%
1
82
0.7%
-13
81
0.7%
-2
81
0.7%
-9
81
0.7%
-7
78
0.7%
-31
78
0.7%
-3
78
0.7%
-18
78
0.7%
SMALLEST VALUES
-1884
1
0.0%
-1865
1
0.0%
-1858
1
0.0%
-1849
2
0.0%
-1748
1
0.0%
-1743
1
0.0%
-1718
1
0.0%
-1682
1
0.0%
-1670
1
0.0%
-1630
1
0.0%
-1608
1
0.0%
-1522
1
0.0%
-1476
1
0.0%
-1447
1
0.0%
-1419
2
0.0%
LARGEST VALUES
2047
1
0.0%
1467
1
0.0%
1282
1
0.0%
1237
1
0.0%
1225
1
0.0%
1173
1
0.0%
1169
1
0.0%
1115
1
0.0%
1087
1
0.0%
1080
1
0.0%
1042
1
0.0%
1039
1
0.0%
989
1
0.0%
973
1
0.0%
971
1
0.0%
X83
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X82
0.94
X84
0.93
X81
0.79
X85
0.75
X80
0.58
X86
0.51
X79
0.37
X87
0.30
X78
0.20
X88
0.17
X67
-0.16
X66
-0.16
X100
-0.15
X65
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.03
MOST FREQUENT VALUES
-1
93
0.8%
-12
92
0.8%
2
87
0.8%
9
83
0.7%
-14
82
0.7%
-15
82
0.7%
-3
80
0.7%
4
80
0.7%
-25
80
0.7%
0
79
0.7%
-19
79
0.7%
13
78
0.7%
3
77
0.7%
-13
77
0.7%
-21
77
0.7%
SMALLEST VALUES
-1848
1
0.0%
-1816
1
0.0%
-1726
1
0.0%
-1667
1
0.0%
-1586
1
0.0%
-1578
1
0.0%
-1570
1
0.0%
-1531
1
0.0%
-1529
1
0.0%
-1469
1
0.0%
-1466
1
0.0%
-1457
1
0.0%
-1439
1
0.0%
-1436
1
0.0%
-1434
1
0.0%
LARGEST VALUES
2047
1
0.0%
1342
1
0.0%
1325
1
0.0%
1263
1
0.0%
1260
1
0.0%
1182
1
0.0%
1113
1
0.0%
1096
1
0.0%
1037
1
0.0%
1035
1
0.0%
1025
1
0.0%
1021
2
0.0%
1004
1
0.0%
1001
1
0.0%
984
1
0.0%
X84
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X83
0.93
X85
0.93
X82
0.77
X86
0.74
X81
0.58
X87
0.52
X80
0.38
X88
0.33
X79
0.22
X89
0.20
X67
-0.17
X68
-0.17
X66
-0.16
X101
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
94
0.8%
-11
93
0.8%
6
86
0.7%
-3
84
0.7%
-7
82
0.7%
-2
81
0.7%
2
80
0.7%
-8
78
0.7%
3
78
0.7%
20
78
0.7%
-27
77
0.7%
-10
77
0.7%
12
76
0.7%
-22
75
0.7%
25
73
0.6%
SMALLEST VALUES
-1866
1
0.0%
-1601
1
0.0%
-1600
1
0.0%
-1501
1
0.0%
-1486
1
0.0%
-1479
1
0.0%
-1366
1
0.0%
-1354
1
0.0%
-1284
1
0.0%
-1281
1
0.0%
-1218
1
0.0%
-1212
1
0.0%
-1186
1
0.0%
-1180
1
0.0%
-1169
1
0.0%
LARGEST VALUES
2047
1
0.0%
1422
1
0.0%
1310
1
0.0%
1201
1
0.0%
1175
1
0.0%
1158
1
0.0%
1127
1
0.0%
1077
1
0.0%
1000
1
0.0%
998
1
0.0%
992
1
0.0%
925
1
0.0%
923
1
0.0%
920
1
0.0%
896
1
0.0%
X85
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X86
0.93
X84
0.93
X87
0.76
X83
0.75
X88
0.56
X82
0.54
X89
0.37
X81
0.36
X90
0.22
X80
0.21
X68
-0.17
X69
-0.17
X67
-0.16
X102
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
0
93
0.8%
1
93
0.8%
-1
87
0.8%
3
85
0.7%
5
83
0.7%
15
81
0.7%
-6
81
0.7%
-36
81
0.7%
11
80
0.7%
22
78
0.7%
-16
78
0.7%
-10
76
0.7%
-9
76
0.7%
-8
75
0.7%
-31
74
0.6%
SMALLEST VALUES
-1835
1
0.0%
-1608
1
0.0%
-1443
1
0.0%
-1401
1
0.0%
-1346
1
0.0%
-1324
1
0.0%
-1306
1
0.0%
-1288
2
0.0%
-1247
1
0.0%
-1238
1
0.0%
-1216
1
0.0%
-1215
1
0.0%
-1203
1
0.0%
-1187
1
0.0%
-1148
2
0.0%
LARGEST VALUES
2047
1
0.0%
1224
1
0.0%
1129
1
0.0%
1116
1
0.0%
1107
1
0.0%
1106
1
0.0%
1079
1
0.0%
1039
1
0.0%
1028
1
0.0%
1024
1
0.0%
1005
1
0.0%
983
1
0.0%
889
1
0.0%
888
2
0.0%
885
1
0.0%
X86
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X87
0.94
X85
0.93
X88
0.79
X84
0.74
X89
0.58
X83
0.51
X90
0.38
X82
0.32
X91
0.20
X81
0.18
X69
-0.16
X70
-0.15
X68
-0.15
X71
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
98
0.9%
19
86
0.7%
-2
84
0.7%
-12
81
0.7%
1
81
0.7%
-20
80
0.7%
-11
80
0.7%
2
80
0.7%
-13
79
0.7%
-34
78
0.7%
0
77
0.7%
-3
76
0.7%
-26
76
0.7%
5
76
0.7%
4
75
0.7%
SMALLEST VALUES
-1678
1
0.0%
-1631
1
0.0%
-1432
1
0.0%
-1340
1
0.0%
-1310
1
0.0%
-1293
1
0.0%
-1277
1
0.0%
-1235
1
0.0%
-1232
1
0.0%
-1217
1
0.0%
-1184
1
0.0%
-1167
1
0.0%
-1144
1
0.0%
-1134
1
0.0%
-1097
1
0.0%
LARGEST VALUES
2047
1
0.0%
1342
1
0.0%
1167
1
0.0%
1127
1
0.0%
1038
1
0.0%
1034
1
0.0%
1032
1
0.0%
1019
1
0.0%
1006
1
0.0%
966
1
0.0%
954
1
0.0%
943
1
0.0%
915
1
0.0%
890
1
0.0%
875
1
0.0%
X87
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X88
0.94
X86
0.94
X89
0.79
X85
0.76
X90
0.57
X84
0.52
X91
0.35
X83
0.30
X92
0.18
X82
0.16
X70
-0.15
X71
-0.15
X69
-0.14
X72
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
106
0.9%
3
86
0.7%
4
83
0.7%
19
83
0.7%
7
82
0.7%
-11
82
0.7%
-28
81
0.7%
-20
81
0.7%
-5
81
0.7%
-41
76
0.7%
-12
76
0.7%
9
76
0.7%
17
75
0.7%
-25
75
0.7%
2
74
0.6%
SMALLEST VALUES
-1863
1
0.0%
-1525
1
0.0%
-1408
2
0.0%
-1371
1
0.0%
-1331
1
0.0%
-1309
1
0.0%
-1304
1
0.0%
-1291
1
0.0%
-1277
1
0.0%
-1248
1
0.0%
-1230
1
0.0%
-1225
1
0.0%
-1201
1
0.0%
-1185
1
0.0%
-1144
1
0.0%
LARGEST VALUES
2047
1
0.0%
1345
1
0.0%
1191
1
0.0%
1153
1
0.0%
1095
1
0.0%
1060
1
0.0%
1048
1
0.0%
992
1
0.0%
979
1
0.0%
972
1
0.0%
971
1
0.0%
958
1
0.0%
956
1
0.0%
918
1
0.0%
902
1
0.0%
X88
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X87
0.94
X89
0.94
X86
0.79
X90
0.77
X85
0.56
X91
0.55
X92
0.34
X84
0.33
X93
0.18
X83
0.17
X72
-0.15
X71
-0.15
X73
-0.14
X106
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
91
0.8%
6
89
0.8%
-14
87
0.8%
3
86
0.7%
-21
82
0.7%
-8
81
0.7%
-23
81
0.7%
2
79
0.7%
24
79
0.7%
14
78
0.7%
-5
78
0.7%
-7
77
0.7%
-9
77
0.7%
-11
76
0.7%
-15
76
0.7%
SMALLEST VALUES
-1858
1
0.0%
-1856
1
0.0%
-1589
1
0.0%
-1560
1
0.0%
-1442
1
0.0%
-1428
1
0.0%
-1410
1
0.0%
-1399
1
0.0%
-1342
1
0.0%
-1286
1
0.0%
-1268
1
0.0%
-1176
1
0.0%
-1170
1
0.0%
-1155
1
0.0%
-1154
1
0.0%
LARGEST VALUES
1748
1
0.0%
1343
1
0.0%
1284
1
0.0%
1174
1
0.0%
1121
1
0.0%
1105
2
0.0%
1096
1
0.0%
1074
1
0.0%
1053
1
0.0%
1047
1
0.0%
1009
1
0.0%
1002
1
0.0%
999
1
0.0%
995
1
0.0%
937
1
0.0%
X89
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X88
0.94
X90
0.93
X87
0.79
X91
0.76
X86
0.58
X92
0.55
X85
0.37
X93
0.35
X84
0.20
X94
0.19
X73
-0.16
X74
-0.16
X72
-0.15
X107
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.01
MOST FREQUENT VALUES
-1
114
1.0%
-10
86
0.7%
-3
84
0.7%
3
84
0.7%
-21
80
0.7%
13
78
0.7%
-11
78
0.7%
0
77
0.7%
-5
77
0.7%
-18
77
0.7%
1
77
0.7%
-17
75
0.7%
11
75
0.7%
-20
75
0.7%
16
75
0.7%
SMALLEST VALUES
-1689
1
0.0%
-1572
1
0.0%
-1546
1
0.0%
-1439
1
0.0%
-1427
1
0.0%
-1420
1
0.0%
-1410
1
0.0%
-1407
1
0.0%
-1396
1
0.0%
-1368
1
0.0%
-1363
1
0.0%
-1344
1
0.0%
-1328
1
0.0%
-1285
1
0.0%
-1278
1
0.0%
LARGEST VALUES
1450
1
0.0%
1411
1
0.0%
1339
1
0.0%
1246
1
0.0%
1205
1
0.0%
1177
1
0.0%
1142
1
0.0%
1075
1
0.0%
1070
1
0.0%
1017
1
0.0%
1016
1
0.0%
1000
1
0.0%
990
1
0.0%
965
1
0.0%
943
1
0.0%
X90
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X91
0.93
X89
0.93
X92
0.77
X88
0.77
X87
0.57
X93
0.57
X86
0.38
X94
0.36
X85
0.22
X95
0.19
X74
-0.18
X75
-0.17
X73
-0.17
X108
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.01
MOST FREQUENT VALUES
-1
110
1.0%
-7
96
0.8%
9
88
0.8%
-8
87
0.8%
0
82
0.7%
-11
82
0.7%
-10
78
0.7%
-3
77
0.7%
-6
76
0.7%
-14
76
0.7%
-13
76
0.7%
22
75
0.7%
-2
75
0.7%
-5
75
0.7%
13
75
0.7%
SMALLEST VALUES
-1849
1
0.0%
-1836
1
0.0%
-1527
1
0.0%
-1525
1
0.0%
-1498
1
0.0%
-1358
1
0.0%
-1298
2
0.0%
-1295
1
0.0%
-1286
1
0.0%
-1268
1
0.0%
-1266
1
0.0%
-1209
1
0.0%
-1198
1
0.0%
-1150
1
0.0%
-1147
1
0.0%
LARGEST VALUES
1368
1
0.0%
1318
1
0.0%
1233
1
0.0%
1139
1
0.0%
1124
1
0.0%
1075
1
0.0%
1074
1
0.0%
1063
1
0.0%
1023
1
0.0%
1018
1
0.0%
1010
1
0.0%
976
1
0.0%
950
1
0.0%
938
1
0.0%
898
1
0.0%
X91
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X92
0.94
X90
0.93
X93
0.78
X89
0.76
X94
0.56
X88
0.55
X87
0.35
X95
0.34
X86
0.20
X75
-0.18
X96
0.18
X74
-0.18
X76
-0.17
X73
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
107
0.9%
-13
86
0.7%
-9
85
0.7%
11
82
0.7%
20
82
0.7%
4
80
0.7%
-18
79
0.7%
6
78
0.7%
-2
78
0.7%
-7
78
0.7%
15
77
0.7%
-3
76
0.7%
8
76
0.7%
-6
76
0.7%
-26
76
0.7%
SMALLEST VALUES
-1865
1
0.0%
-1647
1
0.0%
-1599
1
0.0%
-1352
1
0.0%
-1342
1
0.0%
-1307
1
0.0%
-1276
1
0.0%
-1241
1
0.0%
-1226
1
0.0%
-1198
1
0.0%
-1194
1
0.0%
-1193
1
0.0%
-1159
1
0.0%
-1146
1
0.0%
-1140
1
0.0%
LARGEST VALUES
1224
1
0.0%
1216
1
0.0%
1205
1
0.0%
1200
1
0.0%
1111
1
0.0%
1083
1
0.0%
1057
1
0.0%
1025
1
0.0%
1003
1
0.0%
994
1
0.0%
979
1
0.0%
970
1
0.0%
952
1
0.0%
947
1
0.0%
943
1
0.0%
X92
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X91
0.94
X93
0.94
X90
0.77
X94
0.76
X89
0.55
X95
0.54
X88
0.34
X96
0.33
X87
0.18
X97
0.18
X75
-0.17
X76
-0.17
X122
0.16
X74
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
101
0.9%
2
101
0.9%
11
84
0.7%
-20
84
0.7%
-10
82
0.7%
-23
82
0.7%
-6
81
0.7%
-22
79
0.7%
20
79
0.7%
-13
79
0.7%
-9
78
0.7%
-15
76
0.7%
7
75
0.7%
-2
75
0.7%
-17
75
0.7%
SMALLEST VALUES
-1838
1
0.0%
-1834
1
0.0%
-1691
1
0.0%
-1459
1
0.0%
-1423
1
0.0%
-1396
1
0.0%
-1335
1
0.0%
-1183
1
0.0%
-1174
1
0.0%
-1172
1
0.0%
-1167
1
0.0%
-1165
1
0.0%
-1156
1
0.0%
-1151
1
0.0%
-1149
1
0.0%
LARGEST VALUES
1227
1
0.0%
1202
1
0.0%
1142
1
0.0%
1136
1
0.0%
1121
1
0.0%
1099
1
0.0%
1073
2
0.0%
1057
1
0.0%
1049
1
0.0%
1047
1
0.0%
1029
1
0.0%
1001
1
0.0%
1000
1
0.0%
992
1
0.0%
987
1
0.0%
X93
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X92
0.94
X94
0.93
X91
0.78
X95
0.76
X90
0.57
X96
0.54
X89
0.35
X97
0.34
X98
0.18
X88
0.18
X76
-0.16
X122
0.15
X123
0.15
X75
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.03
MOST FREQUENT VALUES
-1
99
0.9%
-4
98
0.9%
0
89
0.8%
-17
85
0.7%
-20
83
0.7%
-12
81
0.7%
2
81
0.7%
-27
79
0.7%
-3
78
0.7%
11
76
0.7%
13
74
0.6%
3
74
0.6%
17
74
0.6%
-37
73
0.6%
1
73
0.6%
SMALLEST VALUES
-1771
1
0.0%
-1768
1
0.0%
-1611
1
0.0%
-1603
1
0.0%
-1472
1
0.0%
-1400
1
0.0%
-1357
1
0.0%
-1286
1
0.0%
-1233
1
0.0%
-1212
1
0.0%
-1188
1
0.0%
-1100
1
0.0%
-1091
1
0.0%
-1075
1
0.0%
-1049
1
0.0%
LARGEST VALUES
1454
1
0.0%
1250
1
0.0%
1185
1
0.0%
1168
1
0.0%
1134
1
0.0%
1132
1
0.0%
1090
1
0.0%
1074
1
0.0%
1069
1
0.0%
1026
1
0.0%
1025
1
0.0%
1004
2
0.0%
1001
1
0.0%
979
1
0.0%
969
1
0.0%
X94
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X93
0.93
X95
0.93
X96
0.77
X92
0.76
X91
0.56
X97
0.56
X98
0.36
X90
0.36
X99
0.19
X89
0.19
X111
-0.14
X112
-0.14
X110
-0.14
X125
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
121
1.1%
-10
100
0.9%
9
93
0.8%
-9
93
0.8%
4
87
0.8%
-8
82
0.7%
17
81
0.7%
-11
80
0.7%
1
79
0.7%
-16
78
0.7%
-12
76
0.7%
19
75
0.7%
-3
74
0.6%
-13
74
0.6%
13
74
0.6%
SMALLEST VALUES
-1849
1
0.0%
-1625
1
0.0%
-1460
1
0.0%
-1430
1
0.0%
-1352
1
0.0%
-1321
1
0.0%
-1273
1
0.0%
-1265
1
0.0%
-1233
1
0.0%
-1207
1
0.0%
-1201
1
0.0%
-1173
1
0.0%
-1145
1
0.0%
-1108
1
0.0%
-1103
1
0.0%
LARGEST VALUES
1502
1
0.0%
1482
1
0.0%
1332
1
0.0%
1304
1
0.0%
1262
1
0.0%
1095
1
0.0%
1067
1
0.0%
1053
1
0.0%
1051
1
0.0%
1037
1
0.0%
1004
1
0.0%
963
1
0.0%
962
1
0.0%
936
2
0.0%
912
1
0.0%
X95
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X96
0.94
X94
0.93
X97
0.78
X93
0.76
X98
0.58
X92
0.54
X99
0.37
X91
0.34
X100
0.20
X90
0.19
X112
-0.16
X113
-0.15
X111
-0.15
X114
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
99
0.9%
-3
84
0.7%
7
84
0.7%
17
84
0.7%
13
82
0.7%
-12
81
0.7%
-5
80
0.7%
-16
80
0.7%
-18
79
0.7%
1
79
0.7%
2
79
0.7%
-8
78
0.7%
-10
78
0.7%
-4
77
0.7%
-27
77
0.7%
SMALLEST VALUES
-1846
1
0.0%
-1790
1
0.0%
-1787
1
0.0%
-1744
1
0.0%
-1477
1
0.0%
-1466
1
0.0%
-1398
1
0.0%
-1356
1
0.0%
-1271
1
0.0%
-1267
1
0.0%
-1264
1
0.0%
-1221
1
0.0%
-1211
1
0.0%
-1192
1
0.0%
-1169
1
0.0%
LARGEST VALUES
1421
1
0.0%
1315
1
0.0%
1190
1
0.0%
1182
1
0.0%
1154
1
0.0%
1152
1
0.0%
1128
1
0.0%
1112
1
0.0%
1090
1
0.0%
1071
1
0.0%
1066
1
0.0%
1044
1
0.0%
961
1
0.0%
953
1
0.0%
950
1
0.0%
X96
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X97
0.94
X95
0.94
X98
0.79
X94
0.77
X99
0.58
X93
0.54
X100
0.36
X92
0.33
X101
0.19
X91
0.18
X113
-0.16
X112
-0.15
X114
-0.15
X115
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
109
0.9%
14
91
0.8%
11
84
0.7%
12
83
0.7%
-4
82
0.7%
-19
80
0.7%
-11
80
0.7%
-7
80
0.7%
0
79
0.7%
2
78
0.7%
6
78
0.7%
7
77
0.7%
19
77
0.7%
24
77
0.7%
-5
75
0.7%
SMALLEST VALUES
-1815
1
0.0%
-1805
1
0.0%
-1794
1
0.0%
-1758
1
0.0%
-1642
1
0.0%
-1611
1
0.0%
-1552
1
0.0%
-1437
1
0.0%
-1434
1
0.0%
-1346
1
0.0%
-1334
1
0.0%
-1259
1
0.0%
-1185
1
0.0%
-1153
1
0.0%
-1128
1
0.0%
LARGEST VALUES
1346
1
0.0%
1327
1
0.0%
1250
1
0.0%
1236
1
0.0%
1235
1
0.0%
1227
1
0.0%
1214
1
0.0%
1182
1
0.0%
1161
1
0.0%
1147
1
0.0%
1111
1
0.0%
1107
1
0.0%
1084
1
0.0%
1076
1
0.0%
1067
1
0.0%
X97
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X96
0.94
X98
0.94
X95
0.78
X99
0.77
X94
0.56
X100
0.55
X101
0.34
X93
0.34
X102
0.19
X92
0.18
X114
-0.16
X113
-0.15
X115
-0.15
X112
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.03
MOST FREQUENT VALUES
-1
94
0.8%
-8
91
0.8%
-18
89
0.8%
7
86
0.7%
-16
84
0.7%
-2
81
0.7%
6
81
0.7%
-24
80
0.7%
-15
79
0.7%
-11
78
0.7%
-19
77
0.7%
0
76
0.7%
16
76
0.7%
8
75
0.7%
-12
74
0.6%
SMALLEST VALUES
-1745
1
0.0%
-1461
1
0.0%
-1446
1
0.0%
-1420
1
0.0%
-1416
1
0.0%
-1412
1
0.0%
-1407
1
0.0%
-1373
1
0.0%
-1337
1
0.0%
-1299
1
0.0%
-1287
1
0.0%
-1248
1
0.0%
-1233
1
0.0%
-1232
1
0.0%
-1214
1
0.0%
LARGEST VALUES
1505
1
0.0%
1408
1
0.0%
1338
1
0.0%
1308
1
0.0%
1284
1
0.0%
1275
1
0.0%
1230
1
0.0%
1219
1
0.0%
1211
1
0.0%
1184
1
0.0%
1154
1
0.0%
1137
1
0.0%
1129
1
0.0%
1119
1
0.0%
1088
1
0.0%
X98
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X97
0.94
X99
0.93
X96
0.79
X100
0.76
X95
0.58
X101
0.55
X102
0.36
X94
0.36
X103
0.21
X93
0.18
X115
-0.14
X114
-0.14
X82
-0.14
X116
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
93
0.8%
-13
90
0.8%
-9
88
0.8%
17
84
0.7%
3
83
0.7%
-24
82
0.7%
-18
81
0.7%
-20
78
0.7%
19
78
0.7%
0
77
0.7%
-3
76
0.7%
-17
76
0.7%
9
75
0.7%
11
75
0.7%
-12
74
0.6%
SMALLEST VALUES
-1837
1
0.0%
-1794
1
0.0%
-1668
1
0.0%
-1383
1
0.0%
-1378
1
0.0%
-1375
1
0.0%
-1270
1
0.0%
-1239
1
0.0%
-1217
1
0.0%
-1214
1
0.0%
-1207
1
0.0%
-1206
1
0.0%
-1172
1
0.0%
-1150
1
0.0%
-1135
1
0.0%
LARGEST VALUES
1868
1
0.0%
1502
1
0.0%
1456
1
0.0%
1325
1
0.0%
1258
1
0.0%
1246
1
0.0%
1220
1
0.0%
1197
1
0.0%
1166
1
0.0%
1164
1
0.0%
1125
1
0.0%
1105
1
0.0%
1087
1
0.0%
1053
1
0.0%
1046
1
0.0%
X99
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X98
0.93
X100
0.93
X97
0.77
X101
0.77
X96
0.58
X102
0.57
X103
0.38
X95
0.37
X104
0.21
X94
0.19
X83
-0.15
X82
-0.14
X84
-0.14
X116
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
101
0.9%
7
89
0.8%
-13
83
0.7%
-4
82
0.7%
-29
82
0.7%
9
81
0.7%
-7
80
0.7%
0
76
0.7%
-36
76
0.7%
-20
76
0.7%
8
76
0.7%
-22
75
0.7%
25
74
0.6%
-24
74
0.6%
-25
74
0.6%
SMALLEST VALUES
-1864
1
0.0%
-1736
1
0.0%
-1555
1
0.0%
-1516
1
0.0%
-1303
1
0.0%
-1247
1
0.0%
-1220
1
0.0%
-1202
1
0.0%
-1189
1
0.0%
-1181
1
0.0%
-1172
1
0.0%
-1137
1
0.0%
-1115
1
0.0%
-1096
1
0.0%
-1069
1
0.0%
LARGEST VALUES
2047
1
0.0%
1485
1
0.0%
1423
1
0.0%
1204
1
0.0%
1174
1
0.0%
1154
1
0.0%
1141
1
0.0%
1135
1
0.0%
1121
1
0.0%
1094
1
0.0%
1093
1
0.0%
1072
1
0.0%
1002
1
0.0%
997
1
0.0%
993
1
0.0%
X100
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X101
0.94
X99
0.93
X102
0.79
X98
0.76
X103
0.59
X97
0.55
X104
0.37
X96
0.36
X95
0.20
X105
0.19
X84
-0.15
X83
-0.15
X82
-0.13
X85
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
101
0.9%
9
90
0.8%
-14
86
0.7%
-20
83
0.7%
5
83
0.7%
1
82
0.7%
7
82
0.7%
-4
82
0.7%
17
81
0.7%
-5
81
0.7%
-9
79
0.7%
2
79
0.7%
-12
79
0.7%
-2
77
0.7%
-3
77
0.7%
SMALLEST VALUES
-1747
1
0.0%
-1723
1
0.0%
-1670
1
0.0%
-1616
1
0.0%
-1569
1
0.0%
-1538
1
0.0%
-1483
1
0.0%
-1475
1
0.0%
-1450
1
0.0%
-1434
1
0.0%
-1431
1
0.0%
-1429
1
0.0%
-1392
1
0.0%
-1348
1
0.0%
-1306
1
0.0%
LARGEST VALUES
2047
1
0.0%
1338
1
0.0%
1307
1
0.0%
1246
1
0.0%
1216
1
0.0%
1180
1
0.0%
1094
1
0.0%
1049
1
0.0%
1043
1
0.0%
1027
1
0.0%
984
1
0.0%
963
1
0.0%
960
1
0.0%
955
1
0.0%
953
1
0.0%
X101
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X102
0.94
X100
0.94
X103
0.79
X99
0.77
X104
0.57
X98
0.55
X97
0.34
X105
0.34
X96
0.19
X106
0.16
X84
-0.16
X85
-0.15
X83
-0.14
X118
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
116
1.0%
-10
88
0.8%
-18
85
0.7%
-35
85
0.7%
-3
83
0.7%
11
82
0.7%
10
81
0.7%
7
79
0.7%
12
79
0.7%
3
79
0.7%
18
78
0.7%
-21
77
0.7%
0
77
0.7%
-11
76
0.7%
14
75
0.7%
SMALLEST VALUES
-1868
1
0.0%
-1848
1
0.0%
-1831
1
0.0%
-1806
1
0.0%
-1747
1
0.0%
-1658
1
0.0%
-1532
1
0.0%
-1495
1
0.0%
-1481
1
0.0%
-1457
1
0.0%
-1408
1
0.0%
-1312
1
0.0%
-1311
1
0.0%
-1310
1
0.0%
-1283
1
0.0%
LARGEST VALUES
2047
1
0.0%
1399
1
0.0%
1315
1
0.0%
1283
1
0.0%
1122
1
0.0%
1083
1
0.0%
1079
1
0.0%
1057
1
0.0%
1048
2
0.0%
1022
1
0.0%
1017
1
0.0%
999
1
0.0%
995
1
0.0%
979
1
0.0%
974
1
0.0%
X102
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X101
0.94
X103
0.94
X100
0.79
X104
0.77
X99
0.57
X105
0.53
X98
0.36
X106
0.31
X97
0.19
X85
-0.15
X84
-0.15
X107
0.15
X86
-0.13
X83
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
100
0.9%
-6
85
0.7%
9
83
0.7%
-5
82
0.7%
-11
80
0.7%
3
80
0.7%
10
79
0.7%
-10
78
0.7%
-21
77
0.7%
19
77
0.7%
-3
75
0.7%
-7
74
0.6%
-27
73
0.6%
7
73
0.6%
0
72
0.6%
SMALLEST VALUES
-1869
1
0.0%
-1864
1
0.0%
-1853
1
0.0%
-1608
1
0.0%
-1559
1
0.0%
-1524
1
0.0%
-1459
1
0.0%
-1452
1
0.0%
-1448
1
0.0%
-1405
1
0.0%
-1376
1
0.0%
-1330
1
0.0%
-1288
1
0.0%
-1266
1
0.0%
-1212
1
0.0%
LARGEST VALUES
2047
1
0.0%
1477
1
0.0%
1383
1
0.0%
1352
1
0.0%
1302
1
0.0%
1246
1
0.0%
1183
1
0.0%
1100
1
0.0%
1048
1
0.0%
1025
1
0.0%
1024
2
0.0%
1009
1
0.0%
1007
1
0.0%
997
1
0.0%
986
1
0.0%
X103
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X102
0.94
X104
0.93
X101
0.79
X105
0.74
X100
0.59
X106
0.52
X99
0.38
X107
0.31
X98
0.21
X108
0.15
X136
0.14
X85
-0.14
X135
0.14
X86
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-2
88
0.8%
-1
88
0.8%
-7
85
0.7%
-6
85
0.7%
0
81
0.7%
-11
80
0.7%
-5
80
0.7%
11
79
0.7%
4
77
0.7%
10
76
0.7%
-4
76
0.7%
20
76
0.7%
6
75
0.7%
-24
74
0.6%
13
73
0.6%
SMALLEST VALUES
-1860
1
0.0%
-1855
1
0.0%
-1821
1
0.0%
-1720
1
0.0%
-1705
1
0.0%
-1571
1
0.0%
-1550
1
0.0%
-1526
1
0.0%
-1511
1
0.0%
-1456
1
0.0%
-1395
1
0.0%
-1371
1
0.0%
-1291
1
0.0%
-1260
2
0.0%
-1234
1
0.0%
LARGEST VALUES
2047
1
0.0%
1565
1
0.0%
1363
1
0.0%
1318
1
0.0%
1289
1
0.0%
1229
1
0.0%
1197
1
0.0%
1125
1
0.0%
1107
1
0.0%
1063
1
0.0%
1059
1
0.0%
1050
1
0.0%
1038
1
0.0%
1036
1
0.0%
1024
1
0.0%
X104
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X105
0.93
X103
0.93
X102
0.77
X106
0.76
X101
0.57
X107
0.54
X100
0.37
X108
0.32
X99
0.21
X109
0.16
X136
0.15
X121
-0.15
X122
-0.15
X137
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
92
0.8%
-15
88
0.8%
5
88
0.8%
-6
80
0.7%
-5
79
0.7%
12
79
0.7%
1
78
0.7%
21
78
0.7%
7
77
0.7%
-2
77
0.7%
13
76
0.7%
-14
75
0.7%
11
75
0.7%
-19
74
0.6%
-16
74
0.6%
SMALLEST VALUES
-1744
1
0.0%
-1599
1
0.0%
-1567
1
0.0%
-1546
1
0.0%
-1542
1
0.0%
-1535
1
0.0%
-1397
1
0.0%
-1383
1
0.0%
-1366
1
0.0%
-1328
1
0.0%
-1317
1
0.0%
-1293
1
0.0%
-1283
1
0.0%
-1242
1
0.0%
-1215
1
0.0%
LARGEST VALUES
1786
1
0.0%
1449
1
0.0%
1336
1
0.0%
1316
1
0.0%
1276
1
0.0%
1256
1
0.0%
1203
1
0.0%
1157
1
0.0%
1137
1
0.0%
1112
1
0.0%
1054
1
0.0%
1045
1
0.0%
1014
1
0.0%
996
1
0.0%
987
1
0.0%
X105
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X106
0.94
X104
0.93
X107
0.76
X103
0.74
X108
0.54
X102
0.53
X101
0.34
X109
0.32
X100
0.19
X110
0.16
X122
-0.16
X123
-0.15
X121
-0.15
X137
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
94
0.8%
-9
82
0.7%
-15
81
0.7%
-14
78
0.7%
-20
78
0.7%
6
77
0.7%
2
77
0.7%
19
77
0.7%
3
76
0.7%
7
76
0.7%
-3
76
0.7%
-6
76
0.7%
21
75
0.7%
-12
75
0.7%
-27
74
0.6%
SMALLEST VALUES
-1582
1
0.0%
-1568
1
0.0%
-1545
1
0.0%
-1533
1
0.0%
-1514
1
0.0%
-1470
1
0.0%
-1407
1
0.0%
-1342
1
0.0%
-1325
1
0.0%
-1322
1
0.0%
-1298
1
0.0%
-1232
1
0.0%
-1198
1
0.0%
-1197
1
0.0%
-1194
1
0.0%
LARGEST VALUES
1568
1
0.0%
1323
1
0.0%
1301
1
0.0%
1268
1
0.0%
1250
1
0.0%
1249
1
0.0%
1230
1
0.0%
1209
1
0.0%
1198
1
0.0%
1188
1
0.0%
1144
1
0.0%
1084
1
0.0%
1072
1
0.0%
1025
1
0.0%
1021
1
0.0%
X106
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X105
0.94
X107
0.93
X104
0.76
X108
0.75
X109
0.53
X103
0.52
X110
0.32
X102
0.31
X111
0.17
X123
-0.16
X101
0.16
X124
-0.15
X122
-0.15
X89
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-7
84
0.7%
-1
82
0.7%
4
80
0.7%
-27
80
0.7%
-28
80
0.7%
9
79
0.7%
-26
79
0.7%
7
78
0.7%
-5
78
0.7%
-2
78
0.7%
5
78
0.7%
3
77
0.7%
16
75
0.7%
-21
75
0.7%
1
75
0.7%
SMALLEST VALUES
-1784
1
0.0%
-1615
1
0.0%
-1521
1
0.0%
-1479
1
0.0%
-1478
1
0.0%
-1447
1
0.0%
-1401
1
0.0%
-1380
1
0.0%
-1356
1
0.0%
-1336
1
0.0%
-1334
1
0.0%
-1312
1
0.0%
-1311
1
0.0%
-1309
1
0.0%
-1304
1
0.0%
LARGEST VALUES
1407
1
0.0%
1258
1
0.0%
1249
1
0.0%
1209
1
0.0%
1170
1
0.0%
1138
1
0.0%
1100
1
0.0%
1089
1
0.0%
1087
1
0.0%
1082
1
0.0%
1055
1
0.0%
1035
1
0.0%
1028
1
0.0%
1011
1
0.0%
1004
1
0.0%
X107
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X106
0.93
X108
0.93
X105
0.76
X109
0.75
X104
0.54
X110
0.54
X111
0.34
X103
0.31
X112
0.20
X124
-0.16
X123
-0.16
X125
-0.15
X102
0.15
X89
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
111
1.0%
0
88
0.8%
-6
87
0.8%
-5
84
0.7%
-11
83
0.7%
9
83
0.7%
-9
82
0.7%
-23
82
0.7%
19
80
0.7%
-27
80
0.7%
-20
79
0.7%
17
79
0.7%
-22
78
0.7%
7
77
0.7%
-8
77
0.7%
SMALLEST VALUES
-1829
1
0.0%
-1628
1
0.0%
-1621
1
0.0%
-1515
1
0.0%
-1398
1
0.0%
-1383
1
0.0%
-1361
1
0.0%
-1359
1
0.0%
-1351
1
0.0%
-1314
1
0.0%
-1297
1
0.0%
-1296
1
0.0%
-1279
1
0.0%
-1262
1
0.0%
-1259
1
0.0%
LARGEST VALUES
1249
1
0.0%
1219
1
0.0%
1182
1
0.0%
1132
1
0.0%
1083
1
0.0%
1071
1
0.0%
1070
1
0.0%
1022
1
0.0%
992
1
0.0%
989
1
0.0%
984
1
0.0%
977
1
0.0%
967
1
0.0%
962
1
0.0%
960
1
0.0%
X108
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X109
0.93
X107
0.93
X110
0.77
X106
0.75
X111
0.57
X105
0.54
X112
0.38
X104
0.32
X113
0.22
X125
-0.17
X124
-0.16
X126
-0.16
X103
0.15
X90
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
96
0.8%
-25
88
0.8%
0
84
0.7%
-2
84
0.7%
-5
82
0.7%
11
80
0.7%
-9
80
0.7%
-20
79
0.7%
-12
77
0.7%
-13
77
0.7%
2
77
0.7%
-21
77
0.7%
6
75
0.7%
3
74
0.6%
-35
74
0.6%
SMALLEST VALUES
-1768
1
0.0%
-1622
1
0.0%
-1596
1
0.0%
-1575
1
0.0%
-1532
1
0.0%
-1511
1
0.0%
-1487
1
0.0%
-1446
1
0.0%
-1404
1
0.0%
-1387
1
0.0%
-1371
1
0.0%
-1338
1
0.0%
-1322
1
0.0%
-1257
1
0.0%
-1256
1
0.0%
LARGEST VALUES
1308
1
0.0%
1172
1
0.0%
1153
1
0.0%
1122
1
0.0%
1103
1
0.0%
1095
1
0.0%
1042
1
0.0%
1025
1
0.0%
1017
1
0.0%
1010
1
0.0%
1008
1
0.0%
1006
1
0.0%
1001
1
0.0%
982
1
0.0%
979
1
0.0%
X109
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X110
0.94
X108
0.93
X111
0.79
X107
0.75
X112
0.60
X106
0.53
X113
0.39
X105
0.32
X114
0.21
X126
-0.18
X125
-0.17
X127
-0.16
X104
0.16
X124
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
100
0.9%
-9
89
0.8%
-17
88
0.8%
-5
87
0.8%
-14
86
0.7%
-20
85
0.7%
1
83
0.7%
-11
83
0.7%
-7
78
0.7%
-13
78
0.7%
-23
78
0.7%
7
77
0.7%
-3
77
0.7%
3
76
0.7%
10
76
0.7%
SMALLEST VALUES
-1736
1
0.0%
-1708
1
0.0%
-1649
1
0.0%
-1625
1
0.0%
-1608
1
0.0%
-1590
1
0.0%
-1580
1
0.0%
-1510
1
0.0%
-1461
1
0.0%
-1369
1
0.0%
-1333
1
0.0%
-1327
1
0.0%
-1326
1
0.0%
-1325
1
0.0%
-1314
1
0.0%
LARGEST VALUES
1252
1
0.0%
1242
1
0.0%
1139
1
0.0%
1134
1
0.0%
1128
1
0.0%
1102
1
0.0%
1035
1
0.0%
1034
1
0.0%
1011
1
0.0%
1005
1
0.0%
996
1
0.0%
994
1
0.0%
972
1
0.0%
963
1
0.0%
962
1
0.0%
X110
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X111
0.94
X109
0.94
X112
0.80
X108
0.77
X113
0.59
X107
0.54
X114
0.37
X106
0.32
X115
0.19
X126
-0.18
X127
-0.18
X125
-0.16
X105
0.16
X128
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-7
93
0.8%
-9
93
0.8%
2
88
0.8%
-1
87
0.8%
0
87
0.8%
9
85
0.7%
5
81
0.7%
13
79
0.7%
-3
78
0.7%
1
78
0.7%
10
78
0.7%
-4
77
0.7%
-15
77
0.7%
3
77
0.7%
-14
77
0.7%
SMALLEST VALUES
-1789
1
0.0%
-1769
1
0.0%
-1652
1
0.0%
-1593
1
0.0%
-1568
1
0.0%
-1539
1
0.0%
-1485
1
0.0%
-1421
1
0.0%
-1405
1
0.0%
-1398
1
0.0%
-1396
1
0.0%
-1387
1
0.0%
-1386
1
0.0%
-1347
1
0.0%
-1286
1
0.0%
LARGEST VALUES
1377
1
0.0%
1360
1
0.0%
1329
1
0.0%
1256
1
0.0%
1176
1
0.0%
1156
1
0.0%
1068
1
0.0%
1053
1
0.0%
1022
1
0.0%
994
1
0.0%
991
1
0.0%
969
1
0.0%
952
1
0.0%
951
1
0.0%
947
1
0.0%
X111
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X112
0.94
X110
0.94
X109
0.79
X113
0.78
X108
0.57
X114
0.55
X115
0.35
X107
0.34
X116
0.19
X127
-0.18
X128
-0.17
X126
-0.17
X106
0.17
X129
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
97
0.8%
9
89
0.8%
-2
87
0.8%
3
87
0.8%
-3
85
0.7%
-10
84
0.7%
4
83
0.7%
5
80
0.7%
-16
79
0.7%
-6
78
0.7%
-19
78
0.7%
11
78
0.7%
2
77
0.7%
-7
76
0.7%
-11
76
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1740
1
0.0%
-1595
1
0.0%
-1578
1
0.0%
-1510
1
0.0%
-1501
1
0.0%
-1434
1
0.0%
-1415
1
0.0%
-1359
1
0.0%
-1340
1
0.0%
-1334
1
0.0%
-1333
1
0.0%
-1240
1
0.0%
-1231
1
0.0%
-1225
1
0.0%
LARGEST VALUES
1513
1
0.0%
1293
1
0.0%
1273
1
0.0%
1260
1
0.0%
1236
1
0.0%
1134
1
0.0%
1104
1
0.0%
1034
1
0.0%
1024
1
0.0%
1022
1
0.0%
1017
1
0.0%
1000
1
0.0%
996
1
0.0%
989
1
0.0%
956
1
0.0%
X112
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X111
0.94
X113
0.93
X110
0.80
X114
0.76
X109
0.60
X115
0.55
X108
0.38
X116
0.37
X117
0.23
X107
0.20
X128
-0.17
X129
-0.17
X127
-0.16
X95
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
98
0.9%
-16
88
0.8%
-9
86
0.7%
-7
83
0.7%
-2
80
0.7%
3
79
0.7%
11
79
0.7%
-12
78
0.7%
-18
77
0.7%
-20
77
0.7%
-13
77
0.7%
-8
76
0.7%
13
76
0.7%
15
76
0.7%
-17
75
0.7%
SMALLEST VALUES
-1841
1
0.0%
-1681
1
0.0%
-1638
1
0.0%
-1558
1
0.0%
-1535
1
0.0%
-1448
1
0.0%
-1340
1
0.0%
-1309
1
0.0%
-1295
1
0.0%
-1229
1
0.0%
-1194
1
0.0%
-1192
1
0.0%
-1186
1
0.0%
-1162
1
0.0%
-1159
1
0.0%
LARGEST VALUES
1815
1
0.0%
1450
1
0.0%
1203
1
0.0%
1193
1
0.0%
1137
1
0.0%
1122
1
0.0%
1099
1
0.0%
1088
1
0.0%
1047
1
0.0%
1039
1
0.0%
1032
1
0.0%
1019
1
0.0%
1017
1
0.0%
1003
1
0.0%
989
1
0.0%
X113
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X112
0.93
X114
0.93
X111
0.78
X115
0.78
X116
0.59
X110
0.59
X117
0.42
X109
0.39
X118
0.25
X108
0.22
X130
-0.16
X129
-0.16
X96
-0.16
X131
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
96
0.8%
-2
87
0.8%
-12
87
0.8%
0
82
0.7%
-19
82
0.7%
-3
81
0.7%
5
80
0.7%
-13
80
0.7%
2
79
0.7%
-21
79
0.7%
-7
78
0.7%
-28
78
0.7%
9
76
0.7%
-18
76
0.7%
-38
76
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1859
1
0.0%
-1455
1
0.0%
-1398
1
0.0%
-1372
1
0.0%
-1369
1
0.0%
-1354
1
0.0%
-1270
1
0.0%
-1249
1
0.0%
-1195
1
0.0%
-1172
1
0.0%
-1127
1
0.0%
-1121
1
0.0%
-1118
2
0.0%
-1116
1
0.0%
LARGEST VALUES
2047
1
0.0%
1334
1
0.0%
1309
1
0.0%
1268
1
0.0%
1262
1
0.0%
1148
1
0.0%
1106
1
0.0%
1091
1
0.0%
1039
1
0.0%
1011
1
0.0%
1009
1
0.0%
1002
1
0.0%
968
1
0.0%
957
1
0.0%
948
1
0.0%
X114
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X115
0.94
X113
0.93
X116
0.81
X112
0.76
X117
0.62
X111
0.55
X118
0.41
X110
0.37
X119
0.23
X109
0.21
X131
-0.16
X97
-0.16
X147
0.16
X130
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
110
1.0%
-5
88
0.8%
-7
87
0.8%
-27
85
0.7%
-25
84
0.7%
4
83
0.7%
-24
82
0.7%
1
82
0.7%
7
82
0.7%
25
81
0.7%
6
80
0.7%
-8
78
0.7%
8
77
0.7%
-6
76
0.7%
-29
76
0.7%
SMALLEST VALUES
-1858
1
0.0%
-1837
1
0.0%
-1808
1
0.0%
-1379
1
0.0%
-1343
1
0.0%
-1278
1
0.0%
-1264
1
0.0%
-1250
1
0.0%
-1217
1
0.0%
-1203
1
0.0%
-1153
1
0.0%
-1135
1
0.0%
-1132
1
0.0%
-1098
1
0.0%
-1097
1
0.0%
LARGEST VALUES
2047
1
0.0%
1510
1
0.0%
1339
1
0.0%
1295
1
0.0%
1270
1
0.0%
1228
1
0.0%
1211
1
0.0%
1123
1
0.0%
1106
1
0.0%
1037
1
0.0%
1027
1
0.0%
1012
1
0.0%
1011
1
0.0%
1003
1
0.0%
1002
1
0.0%
X115
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X116
0.95
X114
0.94
X117
0.80
X113
0.78
X118
0.59
X112
0.55
X119
0.38
X111
0.35
X120
0.21
X110
0.19
X148
0.16
X149
0.16
X147
0.15
X97
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
103
0.9%
-6
88
0.8%
-8
86
0.7%
5
85
0.7%
-16
84
0.7%
12
82
0.7%
7
80
0.7%
8
80
0.7%
-7
80
0.7%
-3
77
0.7%
-10
77
0.7%
10
76
0.7%
-26
76
0.7%
-25
76
0.7%
3
75
0.7%
SMALLEST VALUES
-1868
1
0.0%
-1819
1
0.0%
-1646
1
0.0%
-1564
1
0.0%
-1539
1
0.0%
-1474
1
0.0%
-1383
1
0.0%
-1357
1
0.0%
-1276
1
0.0%
-1270
1
0.0%
-1214
1
0.0%
-1206
1
0.0%
-1176
1
0.0%
-1167
1
0.0%
-1127
1
0.0%
LARGEST VALUES
2047
1
0.0%
1769
1
0.0%
1378
1
0.0%
1286
1
0.0%
1189
1
0.0%
1175
1
0.0%
1170
1
0.0%
1132
1
0.0%
1100
1
0.0%
1090
1
0.0%
1032
1
0.0%
1030
1
0.0%
983
1
0.0%
978
1
0.0%
961
1
0.0%
X116
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X115
0.95
X117
0.94
X114
0.81
X118
0.78
X113
0.59
X119
0.57
X120
0.37
X112
0.37
X121
0.22
X111
0.19
X149
0.16
X148
0.16
X150
0.15
X98
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
0
106
0.9%
-6
90
0.8%
-1
89
0.8%
20
87
0.8%
-8
85
0.7%
12
85
0.7%
-9
83
0.7%
-5
83
0.7%
-10
82
0.7%
-4
81
0.7%
10
80
0.7%
9
77
0.7%
-15
77
0.7%
-2
77
0.7%
21
76
0.7%
SMALLEST VALUES
-1813
1
0.0%
-1687
1
0.0%
-1684
1
0.0%
-1525
1
0.0%
-1454
1
0.0%
-1388
1
0.0%
-1367
1
0.0%
-1350
1
0.0%
-1328
1
0.0%
-1307
1
0.0%
-1280
1
0.0%
-1257
1
0.0%
-1230
1
0.0%
-1217
1
0.0%
-1216
1
0.0%
LARGEST VALUES
2047
2
0.0%
1565
1
0.0%
1215
1
0.0%
1137
1
0.0%
1121
1
0.0%
1036
1
0.0%
1021
1
0.0%
1019
1
0.0%
1013
1
0.0%
1002
1
0.0%
936
1
0.0%
935
1
0.0%
923
1
0.0%
910
1
0.0%
833
1
0.0%
X117
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X116
0.94
X118
0.94
X115
0.80
X119
0.78
X114
0.62
X120
0.58
X113
0.42
X121
0.39
X112
0.23
X122
0.22
X149
0.15
X150
0.15
X148
0.14
X133
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
103
0.9%
-7
93
0.8%
-25
90
0.8%
-8
90
0.8%
1
87
0.8%
-2
84
0.7%
11
83
0.7%
-22
83
0.7%
0
82
0.7%
-15
81
0.7%
6
79
0.7%
13
78
0.7%
3
78
0.7%
9
78
0.7%
-11
78
0.7%
SMALLEST VALUES
-1829
1
0.0%
-1794
1
0.0%
-1720
1
0.0%
-1312
1
0.0%
-1288
1
0.0%
-1283
1
0.0%
-1275
1
0.0%
-1269
2
0.0%
-1210
1
0.0%
-1190
1
0.0%
-1164
1
0.0%
-1141
1
0.0%
-1134
1
0.0%
-1120
1
0.0%
-1116
1
0.0%
LARGEST VALUES
2047
1
0.0%
1887
1
0.0%
1631
1
0.0%
1448
1
0.0%
1132
1
0.0%
983
1
0.0%
966
1
0.0%
963
1
0.0%
947
1
0.0%
912
1
0.0%
894
1
0.0%
893
1
0.0%
892
1
0.0%
839
3
0.0%
820
1
0.0%
X118
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X119
0.94
X117
0.94
X120
0.79
X116
0.78
X121
0.59
X115
0.59
X114
0.41
X122
0.37
X113
0.25
X123
0.20
X112
0.13
X135
-0.13
X150
0.13
X134
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
92
0.8%
-14
89
0.8%
14
89
0.8%
10
82
0.7%
-28
80
0.7%
3
79
0.7%
-19
79
0.7%
-10
79
0.7%
-8
78
0.7%
5
78
0.7%
-20
77
0.7%
-34
77
0.7%
6
76
0.7%
-3
76
0.7%
-22
76
0.7%
SMALLEST VALUES
-1868
1
0.0%
-1662
1
0.0%
-1631
1
0.0%
-1615
1
0.0%
-1487
1
0.0%
-1423
1
0.0%
-1316
1
0.0%
-1307
1
0.0%
-1299
1
0.0%
-1236
1
0.0%
-1176
1
0.0%
-1173
1
0.0%
-1159
1
0.0%
-1151
1
0.0%
-1129
1
0.0%
LARGEST VALUES
2047
1
0.0%
1671
1
0.0%
1596
1
0.0%
1555
1
0.0%
1466
1
0.0%
1276
1
0.0%
1084
1
0.0%
1041
1
0.0%
1007
1
0.0%
949
1
0.0%
931
1
0.0%
862
1
0.0%
849
1
0.0%
848
1
0.0%
845
2
0.0%
X119
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X120
0.94
X118
0.94
X121
0.79
X117
0.78
X116
0.57
X122
0.55
X115
0.38
X123
0.33
X114
0.23
X124
0.18
X136
-0.14
X137
-0.14
X113
0.13
X135
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
95
0.8%
-25
85
0.7%
-10
80
0.7%
-27
80
0.7%
-4
80
0.7%
2
79
0.7%
-5
79
0.7%
25
78
0.7%
0
78
0.7%
-13
77
0.7%
-11
76
0.7%
19
74
0.6%
20
74
0.6%
13
73
0.6%
4
73
0.6%
SMALLEST VALUES
-1793
1
0.0%
-1767
1
0.0%
-1670
1
0.0%
-1575
1
0.0%
-1446
1
0.0%
-1314
1
0.0%
-1304
1
0.0%
-1303
1
0.0%
-1211
1
0.0%
-1156
1
0.0%
-1152
1
0.0%
-1140
1
0.0%
-1129
1
0.0%
-1121
1
0.0%
-1111
1
0.0%
LARGEST VALUES
2047
1
0.0%
1511
1
0.0%
1477
1
0.0%
1447
1
0.0%
1431
1
0.0%
1354
1
0.0%
1287
1
0.0%
1144
1
0.0%
1068
1
0.0%
1027
1
0.0%
1000
1
0.0%
979
1
0.0%
962
1
0.0%
941
1
0.0%
937
1
0.0%
X120
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X119
0.94
X121
0.94
X118
0.79
X122
0.75
X117
0.58
X123
0.52
X116
0.37
X124
0.33
X115
0.21
X125
0.20
X137
-0.15
X138
-0.14
X136
-0.14
X104
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
97
0.8%
-16
86
0.7%
-19
86
0.7%
3
84
0.7%
-25
84
0.7%
0
83
0.7%
-11
81
0.7%
2
79
0.7%
-6
78
0.7%
11
78
0.7%
-13
76
0.7%
6
75
0.7%
-23
75
0.7%
-2
75
0.7%
1
74
0.6%
SMALLEST VALUES
-1637
1
0.0%
-1573
1
0.0%
-1407
2
0.0%
-1333
1
0.0%
-1297
1
0.0%
-1287
1
0.0%
-1277
1
0.0%
-1272
1
0.0%
-1220
1
0.0%
-1147
1
0.0%
-1106
1
0.0%
-1096
1
0.0%
-1066
1
0.0%
-1052
1
0.0%
-1032
1
0.0%
LARGEST VALUES
2047
1
0.0%
1409
1
0.0%
1383
1
0.0%
1292
1
0.0%
1278
1
0.0%
1271
1
0.0%
1226
1
0.0%
1156
1
0.0%
1101
1
0.0%
1062
1
0.0%
1050
1
0.0%
1047
1
0.0%
992
1
0.0%
981
1
0.0%
961
1
0.0%
X121
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X120
0.94
X122
0.93
X119
0.79
X123
0.75
X118
0.59
X124
0.56
X117
0.39
X125
0.39
X126
0.25
X116
0.22
X127
0.15
X92
0.15
X104
-0.15
X105
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.01
MOST FREQUENT VALUES
0
90
0.8%
-1
88
0.8%
-9
86
0.7%
-15
86
0.7%
-14
84
0.7%
1
83
0.7%
-7
82
0.7%
7
82
0.7%
9
81
0.7%
-18
80
0.7%
5
77
0.7%
12
76
0.7%
-4
76
0.7%
-32
74
0.6%
-13
73
0.6%
SMALLEST VALUES
-1415
1
0.0%
-1185
1
0.0%
-1184
1
0.0%
-1155
1
0.0%
-1141
1
0.0%
-1130
1
0.0%
-1129
1
0.0%
-1125
1
0.0%
-1111
2
0.0%
-1072
1
0.0%
-1065
1
0.0%
-1040
1
0.0%
-1015
1
0.0%
-1002
1
0.0%
-988
1
0.0%
LARGEST VALUES
2047
1
0.0%
1422
1
0.0%
1321
1
0.0%
1281
1
0.0%
1214
1
0.0%
1144
1
0.0%
1118
1
0.0%
1063
1
0.0%
1036
1
0.0%
970
1
0.0%
955
1
0.0%
940
1
0.0%
935
1
0.0%
925
1
0.0%
915
1
0.0%
X122
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X123
0.94
X121
0.93
X124
0.79
X120
0.75
X125
0.61
X119
0.55
X126
0.42
X118
0.37
X127
0.26
X117
0.22
X105
-0.16
X92
0.16
X128
0.15
X93
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
107
0.9%
0
92
0.8%
-6
91
0.8%
-24
80
0.7%
2
80
0.7%
-11
78
0.7%
-8
77
0.7%
-15
77
0.7%
10
77
0.7%
-17
76
0.7%
13
75
0.7%
-31
75
0.7%
-5
74
0.6%
3
73
0.6%
1
73
0.6%
SMALLEST VALUES
-1830
1
0.0%
-1415
1
0.0%
-1402
1
0.0%
-1383
1
0.0%
-1344
1
0.0%
-1299
1
0.0%
-1292
1
0.0%
-1247
1
0.0%
-1209
1
0.0%
-1162
1
0.0%
-1157
1
0.0%
-1143
1
0.0%
-1123
1
0.0%
-1067
1
0.0%
-1050
1
0.0%
LARGEST VALUES
1950
1
0.0%
1346
1
0.0%
1134
1
0.0%
1072
1
0.0%
1069
1
0.0%
1054
1
0.0%
1013
1
0.0%
1007
1
0.0%
1004
1
0.0%
999
1
0.0%
994
1
0.0%
987
1
0.0%
981
1
0.0%
976
1
0.0%
960
1
0.0%
X123
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X124
0.95
X122
0.94
X125
0.81
X121
0.75
X126
0.62
X120
0.52
X127
0.41
X119
0.33
X128
0.25
X118
0.20
X106
-0.16
X107
-0.16
X105
-0.15
X93
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
98
0.9%
-10
89
0.8%
0
88
0.8%
-11
87
0.8%
-17
86
0.7%
-21
83
0.7%
-14
81
0.7%
-4
81
0.7%
13
80
0.7%
-13
78
0.7%
-7
78
0.7%
19
78
0.7%
-5
78
0.7%
3
77
0.7%
-22
74
0.6%
SMALLEST VALUES
-1877
1
0.0%
-1871
1
0.0%
-1813
1
0.0%
-1653
1
0.0%
-1545
1
0.0%
-1411
1
0.0%
-1388
1
0.0%
-1330
1
0.0%
-1292
1
0.0%
-1290
1
0.0%
-1264
1
0.0%
-1262
1
0.0%
-1256
1
0.0%
-1234
1
0.0%
-1229
1
0.0%
LARGEST VALUES
1771
1
0.0%
1215
1
0.0%
1178
1
0.0%
1155
1
0.0%
1100
1
0.0%
1097
1
0.0%
1083
1
0.0%
1081
1
0.0%
1053
1
0.0%
1029
1
0.0%
1026
1
0.0%
1001
1
0.0%
989
1
0.0%
984
1
0.0%
979
1
0.0%
X124
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X125
0.95
X123
0.95
X126
0.79
X122
0.79
X127
0.58
X121
0.56
X128
0.38
X120
0.33
X129
0.23
X119
0.18
X108
-0.16
X107
-0.16
X106
-0.15
X109
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-5
89
0.8%
-2
89
0.8%
-3
85
0.7%
-19
83
0.7%
-1
79
0.7%
-12
79
0.7%
7
78
0.7%
3
78
0.7%
-13
78
0.7%
-11
77
0.7%
-7
76
0.7%
6
76
0.7%
-9
76
0.7%
-14
75
0.7%
-17
75
0.7%
SMALLEST VALUES
-1885
1
0.0%
-1865
1
0.0%
-1696
1
0.0%
-1660
1
0.0%
-1616
1
0.0%
-1545
1
0.0%
-1526
1
0.0%
-1494
1
0.0%
-1439
1
0.0%
-1436
1
0.0%
-1430
1
0.0%
-1422
1
0.0%
-1382
1
0.0%
-1380
1
0.0%
-1371
1
0.0%
LARGEST VALUES
1618
1
0.0%
1298
1
0.0%
1267
1
0.0%
1179
1
0.0%
1097
1
0.0%
1096
1
0.0%
1075
1
0.0%
1013
1
0.0%
1009
1
0.0%
997
1
0.0%
980
1
0.0%
978
1
0.0%
977
1
0.0%
959
1
0.0%
947
1
0.0%
X125
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X124
0.95
X126
0.94
X123
0.81
X127
0.77
X122
0.61
X128
0.57
X121
0.39
X129
0.38
X130
0.24
X120
0.20
X109
-0.17
X108
-0.17
X110
-0.16
X107
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
98
0.9%
-5
86
0.7%
-11
86
0.7%
-2
86
0.7%
-9
83
0.7%
0
80
0.7%
8
79
0.7%
-10
79
0.7%
-12
77
0.7%
-7
77
0.7%
-16
77
0.7%
4
76
0.7%
-8
75
0.7%
12
74
0.6%
-13
74
0.6%
SMALLEST VALUES
-1839
1
0.0%
-1763
1
0.0%
-1431
1
0.0%
-1413
1
0.0%
-1400
1
0.0%
-1378
1
0.0%
-1377
1
0.0%
-1376
1
0.0%
-1366
1
0.0%
-1321
1
0.0%
-1315
1
0.0%
-1297
1
0.0%
-1275
1
0.0%
-1274
1
0.0%
-1246
1
0.0%
LARGEST VALUES
1483
1
0.0%
1372
1
0.0%
1365
1
0.0%
1222
1
0.0%
1167
1
0.0%
1151
1
0.0%
1120
1
0.0%
1107
1
0.0%
1052
1
0.0%
1047
1
0.0%
1012
1
0.0%
1008
1
0.0%
980
1
0.0%
972
1
0.0%
962
1
0.0%
X126
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X127
0.94
X125
0.94
X124
0.79
X128
0.78
X123
0.62
X129
0.59
X122
0.42
X130
0.40
X131
0.25
X121
0.25
X110
-0.18
X109
-0.18
X111
-0.17
X144
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
99
0.9%
-3
82
0.7%
-4
82
0.7%
-7
81
0.7%
7
80
0.7%
11
80
0.7%
-11
79
0.7%
-2
76
0.7%
9
76
0.7%
-9
75
0.7%
-13
75
0.7%
-21
75
0.7%
14
75
0.7%
24
74
0.6%
-5
73
0.6%
SMALLEST VALUES
-1863
1
0.0%
-1773
1
0.0%
-1638
1
0.0%
-1541
1
0.0%
-1451
1
0.0%
-1367
1
0.0%
-1264
1
0.0%
-1252
1
0.0%
-1238
1
0.0%
-1233
1
0.0%
-1222
1
0.0%
-1200
2
0.0%
-1178
1
0.0%
-1177
1
0.0%
-1165
2
0.0%
LARGEST VALUES
1448
1
0.0%
1383
1
0.0%
1259
1
0.0%
1219
1
0.0%
1166
1
0.0%
1111
1
0.0%
1062
1
0.0%
1038
1
0.0%
1003
1
0.0%
998
2
0.0%
993
1
0.0%
927
1
0.0%
925
1
0.0%
924
1
0.0%
917
1
0.0%
X127
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X128
0.94
X126
0.94
X129
0.79
X125
0.77
X130
0.60
X124
0.58
X123
0.41
X131
0.40
X122
0.26
X132
0.24
X111
-0.18
X110
-0.18
X144
-0.17
X145
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
87
0.8%
-11
87
0.8%
-10
85
0.7%
6
83
0.7%
-6
82
0.7%
-7
79
0.7%
3
79
0.7%
-21
79
0.7%
9
79
0.7%
4
77
0.7%
-16
77
0.7%
-17
77
0.7%
2
75
0.7%
8
75
0.7%
13
74
0.6%
SMALLEST VALUES
-1863
1
0.0%
-1611
1
0.0%
-1468
1
0.0%
-1460
1
0.0%
-1368
1
0.0%
-1358
1
0.0%
-1340
1
0.0%
-1308
1
0.0%
-1264
1
0.0%
-1204
1
0.0%
-1186
2
0.0%
-1151
1
0.0%
-1144
1
0.0%
-1135
1
0.0%
-1122
1
0.0%
LARGEST VALUES
1424
1
0.0%
1279
1
0.0%
1102
1
0.0%
1090
1
0.0%
1062
1
0.0%
1032
1
0.0%
963
1
0.0%
959
1
0.0%
945
1
0.0%
922
1
0.0%
916
1
0.0%
909
1
0.0%
886
1
0.0%
883
1
0.0%
882
1
0.0%
X128
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X129
0.94
X127
0.94
X130
0.79
X126
0.78
X131
0.58
X125
0.57
X124
0.38
X132
0.36
X123
0.25
X133
0.20
X111
-0.17
X112
-0.17
X145
-0.16
X110
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
106
0.9%
-11
92
0.8%
2
86
0.7%
-19
83
0.7%
-13
83
0.7%
-5
80
0.7%
-29
79
0.7%
11
78
0.7%
13
78
0.7%
-14
78
0.7%
4
77
0.7%
17
77
0.7%
-17
76
0.7%
-4
75
0.7%
-22
75
0.7%
SMALLEST VALUES
-1774
1
0.0%
-1745
1
0.0%
-1721
1
0.0%
-1624
1
0.0%
-1498
1
0.0%
-1441
1
0.0%
-1413
1
0.0%
-1374
1
0.0%
-1362
1
0.0%
-1277
1
0.0%
-1275
1
0.0%
-1261
1
0.0%
-1243
1
0.0%
-1234
1
0.0%
-1212
1
0.0%
LARGEST VALUES
1305
1
0.0%
1239
1
0.0%
1183
1
0.0%
1094
1
0.0%
1066
1
0.0%
1048
1
0.0%
1038
1
0.0%
1023
1
0.0%
984
1
0.0%
982
1
0.0%
981
1
0.0%
977
1
0.0%
973
1
0.0%
938
1
0.0%
936
1
0.0%
X129
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X128
0.94
X130
0.94
X127
0.79
X131
0.77
X126
0.59
X132
0.55
X125
0.38
X133
0.34
X124
0.23
X134
0.19
X112
-0.17
X113
-0.16
X111
-0.15
X146
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
98
0.9%
1
92
0.8%
0
87
0.8%
-11
86
0.7%
-5
81
0.7%
-18
81
0.7%
2
80
0.7%
-16
79
0.7%
-8
78
0.7%
-2
77
0.7%
-9
76
0.7%
-19
76
0.7%
-32
76
0.7%
-21
76
0.7%
19
75
0.7%
SMALLEST VALUES
-1864
1
0.0%
-1854
1
0.0%
-1825
1
0.0%
-1753
1
0.0%
-1716
1
0.0%
-1570
1
0.0%
-1453
1
0.0%
-1426
1
0.0%
-1314
1
0.0%
-1255
2
0.0%
-1243
1
0.0%
-1200
1
0.0%
-1163
1
0.0%
-1122
1
0.0%
-1085
1
0.0%
LARGEST VALUES
1445
1
0.0%
1371
1
0.0%
1147
1
0.0%
1143
1
0.0%
1090
1
0.0%
1071
1
0.0%
1061
1
0.0%
1048
1
0.0%
1043
1
0.0%
1026
1
0.0%
1019
1
0.0%
1006
1
0.0%
972
1
0.0%
966
1
0.0%
956
1
0.0%
X130
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X129
0.94
X131
0.93
X128
0.79
X132
0.76
X127
0.60
X133
0.54
X126
0.40
X134
0.34
X125
0.24
X135
0.19
X113
-0.16
X114
-0.16
X112
-0.15
X161
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
103
0.9%
11
93
0.8%
3
88
0.8%
4
87
0.8%
-22
84
0.7%
-7
84
0.7%
-4
83
0.7%
-9
82
0.7%
-5
80
0.7%
14
79
0.7%
15
78
0.7%
1
77
0.7%
-28
77
0.7%
-19
77
0.7%
5
76
0.7%
SMALLEST VALUES
-1847
1
0.0%
-1813
1
0.0%
-1725
1
0.0%
-1362
1
0.0%
-1360
1
0.0%
-1335
1
0.0%
-1287
1
0.0%
-1253
1
0.0%
-1202
1
0.0%
-1188
1
0.0%
-1179
1
0.0%
-1162
1
0.0%
-1148
1
0.0%
-1127
1
0.0%
-1120
1
0.0%
LARGEST VALUES
1376
1
0.0%
1192
1
0.0%
1116
1
0.0%
1055
1
0.0%
1027
1
0.0%
1022
1
0.0%
1018
1
0.0%
1015
1
0.0%
1009
1
0.0%
998
1
0.0%
986
1
0.0%
980
1
0.0%
977
1
0.0%
972
1
0.0%
970
1
0.0%
X131
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X132
0.93
X130
0.93
X129
0.77
X133
0.76
X128
0.58
X134
0.55
X127
0.40
X135
0.35
X126
0.25
X136
0.19
X114
-0.16
X113
-0.16
X125
0.15
X115
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.02
MOST FREQUENT VALUES
-1
105
0.9%
-14
94
0.8%
-16
93
0.8%
5
91
0.8%
0
89
0.8%
-9
89
0.8%
9
87
0.8%
2
85
0.7%
15
82
0.7%
-13
81
0.7%
-22
79
0.7%
-4
78
0.7%
-10
77
0.7%
-35
76
0.7%
4
75
0.7%
SMALLEST VALUES
-1589
1
0.0%
-1528
1
0.0%
-1485
1
0.0%
-1330
1
0.0%
-1257
1
0.0%
-1244
1
0.0%
-1215
1
0.0%
-1199
1
0.0%
-1171
1
0.0%
-1079
1
0.0%
-1073
1
0.0%
-1043
1
0.0%
-1035
1
0.0%
-1034
1
0.0%
-1033
1
0.0%
LARGEST VALUES
1383
1
0.0%
1230
1
0.0%
1129
1
0.0%
1111
1
0.0%
1100
1
0.0%
1094
1
0.0%
1092
1
0.0%
1080
1
0.0%
1060
1
0.0%
1054
1
0.0%
1033
1
0.0%
1017
1
0.0%
1014
1
0.0%
985
1
0.0%
982
1
0.0%
X132
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X133
0.93
X131
0.93
X134
0.77
X130
0.76
X135
0.55
X129
0.55
X128
0.36
X136
0.35
X127
0.24
X137
0.19
X126
0.15
X150
-0.15
X114
-0.15
X151
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
106
0.9%
-5
87
0.8%
-15
84
0.7%
-7
83
0.7%
-2
79
0.7%
14
79
0.7%
-28
78
0.7%
12
78
0.7%
-24
78
0.7%
2
77
0.7%
7
77
0.7%
-11
77
0.7%
-4
77
0.7%
19
77
0.7%
4
77
0.7%
SMALLEST VALUES
-1719
1
0.0%
-1713
1
0.0%
-1639
1
0.0%
-1571
1
0.0%
-1364
1
0.0%
-1334
1
0.0%
-1291
1
0.0%
-1272
1
0.0%
-1241
1
0.0%
-1237
1
0.0%
-1187
1
0.0%
-1174
1
0.0%
-1158
1
0.0%
-1107
1
0.0%
-1105
1
0.0%
LARGEST VALUES
1908
1
0.0%
1343
1
0.0%
1249
1
0.0%
1191
1
0.0%
1152
1
0.0%
1151
1
0.0%
1146
1
0.0%
1096
1
0.0%
1094
1
0.0%
1084
1
0.0%
1060
1
0.0%
1040
1
0.0%
1029
1
0.0%
1024
1
0.0%
998
2
0.0%
X133
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X134
0.94
X132
0.93
X135
0.77
X131
0.76
X136
0.56
X130
0.54
X137
0.36
X129
0.34
X138
0.20
X128
0.20
X151
-0.15
X150
-0.15
X152
-0.15
X116
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
96
0.8%
-7
93
0.8%
2
88
0.8%
-31
87
0.8%
-10
86
0.7%
13
85
0.7%
1
85
0.7%
0
82
0.7%
3
82
0.7%
-20
80
0.7%
-16
80
0.7%
7
80
0.7%
-24
79
0.7%
12
79
0.7%
17
77
0.7%
SMALLEST VALUES
-1859
1
0.0%
-1767
1
0.0%
-1678
1
0.0%
-1535
1
0.0%
-1503
1
0.0%
-1491
1
0.0%
-1446
1
0.0%
-1442
1
0.0%
-1440
1
0.0%
-1406
1
0.0%
-1342
1
0.0%
-1322
1
0.0%
-1222
1
0.0%
-1196
1
0.0%
-1157
1
0.0%
LARGEST VALUES
2047
1
0.0%
1752
1
0.0%
1253
1
0.0%
1245
1
0.0%
1173
1
0.0%
1155
2
0.0%
1142
1
0.0%
1090
1
0.0%
1058
1
0.0%
1052
1
0.0%
1036
1
0.0%
1033
1
0.0%
1017
1
0.0%
1013
1
0.0%
1007
1
0.0%
X134
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X135
0.94
X133
0.94
X136
0.78
X132
0.77
X137
0.57
X131
0.55
X138
0.37
X130
0.34
X139
0.21
X129
0.19
X152
-0.15
X151
-0.15
X153
-0.14
X150
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
106
0.9%
-8
89
0.8%
-19
83
0.7%
-11
82
0.7%
-4
82
0.7%
0
82
0.7%
-41
81
0.7%
-16
79
0.7%
-5
78
0.7%
-10
78
0.7%
11
78
0.7%
-20
77
0.7%
2
77
0.7%
-2
76
0.7%
-17
75
0.7%
SMALLEST VALUES
-1824
1
0.0%
-1632
1
0.0%
-1605
1
0.0%
-1584
1
0.0%
-1482
1
0.0%
-1445
1
0.0%
-1379
1
0.0%
-1293
1
0.0%
-1249
1
0.0%
-1185
1
0.0%
-1183
1
0.0%
-1174
1
0.0%
-1169
1
0.0%
-1148
1
0.0%
-1125
1
0.0%
LARGEST VALUES
2047
1
0.0%
2011
1
0.0%
1328
1
0.0%
1248
1
0.0%
1241
1
0.0%
1193
1
0.0%
1143
1
0.0%
1096
2
0.0%
1092
1
0.0%
1080
1
0.0%
1079
1
0.0%
1055
1
0.0%
1054
1
0.0%
1038
1
0.0%
1018
1
0.0%
X135
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X136
0.94
X134
0.94
X137
0.78
X133
0.77
X138
0.57
X132
0.55
X139
0.38
X131
0.35
X140
0.23
X130
0.19
X153
-0.14
X152
-0.14
X104
0.14
X103
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
105
0.9%
-2
84
0.7%
23
84
0.7%
-16
83
0.7%
-6
82
0.7%
5
81
0.7%
0
81
0.7%
-4
79
0.7%
-17
79
0.7%
1
77
0.7%
-25
77
0.7%
14
77
0.7%
-15
77
0.7%
-19
76
0.7%
-8
75
0.7%
SMALLEST VALUES
-1843
1
0.0%
-1839
1
0.0%
-1552
1
0.0%
-1471
1
0.0%
-1403
1
0.0%
-1400
1
0.0%
-1347
1
0.0%
-1338
1
0.0%
-1324
1
0.0%
-1276
1
0.0%
-1230
1
0.0%
-1219
1
0.0%
-1179
1
0.0%
-1175
1
0.0%
-1146
1
0.0%
LARGEST VALUES
2047
2
0.0%
1514
1
0.0%
1375
1
0.0%
1213
1
0.0%
1209
1
0.0%
1190
1
0.0%
1141
1
0.0%
1116
1
0.0%
1109
1
0.0%
1103
1
0.0%
1096
1
0.0%
1088
1
0.0%
1040
1
0.0%
1034
1
0.0%
1010
1
0.0%
X136
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X135
0.94
X137
0.94
X138
0.78
X134
0.78
X139
0.58
X133
0.56
X140
0.39
X132
0.35
X141
0.24
X131
0.19
X104
0.15
X154
-0.14
X119
-0.14
X103
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
99
0.9%
3
98
0.9%
-5
90
0.8%
9
86
0.7%
-16
83
0.7%
10
81
0.7%
-13
79
0.7%
-8
79
0.7%
-23
77
0.7%
-2
76
0.7%
2
76
0.7%
11
76
0.7%
-28
76
0.7%
-27
75
0.7%
-7
75
0.7%
SMALLEST VALUES
-1784
1
0.0%
-1678
1
0.0%
-1551
1
0.0%
-1528
1
0.0%
-1498
1
0.0%
-1442
1
0.0%
-1381
1
0.0%
-1339
1
0.0%
-1336
1
0.0%
-1291
1
0.0%
-1289
1
0.0%
-1254
1
0.0%
-1248
1
0.0%
-1215
1
0.0%
-1189
1
0.0%
LARGEST VALUES
2047
1
0.0%
2038
1
0.0%
1532
1
0.0%
1397
1
0.0%
1364
1
0.0%
1360
1
0.0%
1254
1
0.0%
1207
1
0.0%
1151
1
0.0%
1110
1
0.0%
1103
1
0.0%
1089
1
0.0%
1078
2
0.0%
1073
1
0.0%
1067
1
0.0%
X137
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X136
0.94
X138
0.94
X139
0.78
X135
0.78
X140
0.59
X134
0.57
X141
0.40
X133
0.36
X142
0.24
X132
0.19
X120
-0.15
X155
-0.15
X104
0.14
X154
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
106
0.9%
3
100
0.9%
-7
91
0.8%
0
86
0.7%
11
85
0.7%
-15
84
0.7%
-25
84
0.7%
-14
80
0.7%
-6
79
0.7%
6
78
0.7%
-22
77
0.7%
9
74
0.6%
-34
74
0.6%
1
73
0.6%
-8
73
0.6%
SMALLEST VALUES
-1585
1
0.0%
-1544
1
0.0%
-1529
1
0.0%
-1446
1
0.0%
-1353
1
0.0%
-1324
1
0.0%
-1298
1
0.0%
-1297
1
0.0%
-1277
1
0.0%
-1267
1
0.0%
-1233
1
0.0%
-1205
1
0.0%
-1157
1
0.0%
-1154
1
0.0%
-1138
1
0.0%
LARGEST VALUES
2047
1
0.0%
1851
1
0.0%
1835
1
0.0%
1421
1
0.0%
1374
1
0.0%
1281
1
0.0%
1267
1
0.0%
1206
1
0.0%
1197
1
0.0%
1186
1
0.0%
1182
1
0.0%
1111
1
0.0%
1100
1
0.0%
1060
1
0.0%
1057
1
0.0%
X138
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X139
0.94
X137
0.94
X140
0.79
X136
0.78
X141
0.59
X135
0.57
X142
0.40
X134
0.37
X143
0.23
X133
0.20
X156
-0.14
X121
-0.14
X120
-0.14
X155
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
108
0.9%
-2
88
0.8%
5
87
0.8%
-37
82
0.7%
11
82
0.7%
1
82
0.7%
-15
81
0.7%
-24
78
0.7%
4
78
0.7%
17
77
0.7%
-7
75
0.7%
-11
75
0.7%
-13
74
0.6%
16
74
0.6%
-4
74
0.6%
SMALLEST VALUES
-1765
1
0.0%
-1734
1
0.0%
-1676
1
0.0%
-1666
1
0.0%
-1524
1
0.0%
-1465
1
0.0%
-1457
1
0.0%
-1358
1
0.0%
-1343
1
0.0%
-1339
1
0.0%
-1333
1
0.0%
-1210
1
0.0%
-1111
1
0.0%
-1110
1
0.0%
-1109
1
0.0%
LARGEST VALUES
2047
1
0.0%
1775
1
0.0%
1617
1
0.0%
1550
1
0.0%
1460
1
0.0%
1280
1
0.0%
1274
1
0.0%
1173
1
0.0%
1143
1
0.0%
1112
1
0.0%
1101
1
0.0%
1096
1
0.0%
1084
1
0.0%
1037
1
0.0%
1025
1
0.0%
X139
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X138
0.94
X140
0.94
X141
0.79
X137
0.78
X142
0.59
X136
0.58
X143
0.38
X135
0.38
X144
0.22
X134
0.21
X157
-0.15
X158
-0.14
X156
-0.14
X121
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.01
MOST FREQUENT VALUES
-1
128
1.1%
0
105
0.9%
-5
80
0.7%
-13
79
0.7%
-17
78
0.7%
-15
78
0.7%
7
77
0.7%
-19
77
0.7%
-22
76
0.7%
-26
75
0.7%
-7
75
0.7%
2
75
0.7%
11
74
0.6%
22
74
0.6%
-12
73
0.6%
SMALLEST VALUES
-1857
1
0.0%
-1845
1
0.0%
-1780
1
0.0%
-1762
1
0.0%
-1657
1
0.0%
-1523
1
0.0%
-1436
1
0.0%
-1421
1
0.0%
-1378
1
0.0%
-1360
1
0.0%
-1350
1
0.0%
-1308
1
0.0%
-1264
1
0.0%
-1259
1
0.0%
-1239
1
0.0%
LARGEST VALUES
2047
1
0.0%
1551
1
0.0%
1486
1
0.0%
1430
1
0.0%
1386
1
0.0%
1212
1
0.0%
1127
1
0.0%
1093
1
0.0%
1088
1
0.0%
1086
1
0.0%
1072
1
0.0%
1020
1
0.0%
1017
1
0.0%
1015
1
0.0%
1008
1
0.0%
X140
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X139
0.94
X141
0.94
X138
0.79
X142
0.78
X137
0.59
X143
0.58
X136
0.39
X144
0.37
X135
0.23
X145
0.22
X158
-0.16
X159
-0.15
X157
-0.15
X160
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.01
MOST FREQUENT VALUES
-1
105
0.9%
3
89
0.8%
-11
86
0.7%
-6
86
0.7%
9
84
0.7%
0
79
0.7%
-19
79
0.7%
-12
77
0.7%
7
77
0.7%
-35
76
0.7%
-5
76
0.7%
6
76
0.7%
-7
76
0.7%
2
76
0.7%
-17
74
0.6%
SMALLEST VALUES
-1867
1
0.0%
-1770
1
0.0%
-1692
1
0.0%
-1664
1
0.0%
-1572
1
0.0%
-1534
1
0.0%
-1499
1
0.0%
-1448
1
0.0%
-1391
1
0.0%
-1345
1
0.0%
-1277
1
0.0%
-1241
1
0.0%
-1194
1
0.0%
-1182
1
0.0%
-1162
1
0.0%
LARGEST VALUES
2047
1
0.0%
1389
1
0.0%
1382
1
0.0%
1333
1
0.0%
1310
1
0.0%
1280
1
0.0%
1251
1
0.0%
1210
1
0.0%
1177
1
0.0%
1118
1
0.0%
1109
1
0.0%
1099
1
0.0%
1045
1
0.0%
1035
1
0.0%
1027
1
0.0%
X141
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X140
0.94
X142
0.94
X139
0.79
X143
0.78
X138
0.59
X144
0.56
X137
0.40
X145
0.37
X136
0.24
X146
0.22
X159
-0.17
X158
-0.16
X160
-0.16
X157
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.01
MOST FREQUENT VALUES
-1
86
0.7%
-2
85
0.7%
3
83
0.7%
5
83
0.7%
14
82
0.7%
-15
80
0.7%
6
78
0.7%
11
77
0.7%
8
77
0.7%
-19
77
0.7%
-18
76
0.7%
-22
76
0.7%
-10
75
0.7%
-6
75
0.7%
2
75
0.7%
SMALLEST VALUES
-1826
1
0.0%
-1771
1
0.0%
-1710
1
0.0%
-1681
1
0.0%
-1573
1
0.0%
-1409
1
0.0%
-1404
1
0.0%
-1401
1
0.0%
-1399
1
0.0%
-1361
1
0.0%
-1353
1
0.0%
-1320
1
0.0%
-1298
1
0.0%
-1276
1
0.0%
-1258
1
0.0%
LARGEST VALUES
2047
1
0.0%
1639
1
0.0%
1246
1
0.0%
1242
1
0.0%
1241
1
0.0%
1218
1
0.0%
1170
1
0.0%
1137
1
0.0%
1133
1
0.0%
1114
1
0.0%
1099
1
0.0%
1083
1
0.0%
1076
1
0.0%
1065
1
0.0%
1045
1
0.0%
X142
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X141
0.94
X143
0.94
X140
0.78
X144
0.77
X139
0.59
X145
0.57
X138
0.40
X146
0.38
X137
0.24
X147
0.23
X160
-0.18
X159
-0.18
X161
-0.17
X158
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
109
0.9%
-15
104
0.9%
4
95
0.8%
-11
85
0.7%
-2
81
0.7%
-14
80
0.7%
-19
79
0.7%
-7
79
0.7%
7
79
0.7%
-3
77
0.7%
15
77
0.7%
14
77
0.7%
1
77
0.7%
0
76
0.7%
8
76
0.7%
SMALLEST VALUES
-1866
1
0.0%
-1820
1
0.0%
-1653
1
0.0%
-1586
1
0.0%
-1565
1
0.0%
-1501
1
0.0%
-1481
1
0.0%
-1438
1
0.0%
-1413
1
0.0%
-1386
1
0.0%
-1383
1
0.0%
-1369
1
0.0%
-1319
1
0.0%
-1263
1
0.0%
-1236
1
0.0%
LARGEST VALUES
2047
1
0.0%
1839
1
0.0%
1675
1
0.0%
1348
1
0.0%
1346
1
0.0%
1324
1
0.0%
1304
1
0.0%
1277
1
0.0%
1253
1
0.0%
1127
1
0.0%
1116
1
0.0%
1081
1
0.0%
1079
1
0.0%
1016
1
0.0%
1014
2
0.0%
X143
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X142
0.94
X144
0.94
X145
0.78
X141
0.78
X146
0.58
X140
0.58
X147
0.39
X139
0.38
X138
0.23
X148
0.23
X160
-0.18
X161
-0.18
X159
-0.17
X126
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
101
0.9%
-5
91
0.8%
-8
89
0.8%
-4
89
0.8%
-6
89
0.8%
-10
88
0.8%
-17
86
0.7%
-2
85
0.7%
0
81
0.7%
-21
80
0.7%
8
80
0.7%
-11
80
0.7%
11
77
0.7%
2
76
0.7%
-15
76
0.7%
SMALLEST VALUES
-1854
1
0.0%
-1559
1
0.0%
-1539
1
0.0%
-1521
1
0.0%
-1506
1
0.0%
-1385
1
0.0%
-1382
1
0.0%
-1359
1
0.0%
-1357
1
0.0%
-1334
1
0.0%
-1210
1
0.0%
-1181
1
0.0%
-1179
1
0.0%
-1171
1
0.0%
-1109
1
0.0%
LARGEST VALUES
2045
1
0.0%
1995
1
0.0%
1850
1
0.0%
1469
1
0.0%
1338
1
0.0%
1297
1
0.0%
1267
1
0.0%
1262
1
0.0%
1215
1
0.0%
1139
1
0.0%
1096
1
0.0%
1056
1
0.0%
1053
1
0.0%
1037
1
0.0%
1024
1
0.0%
X144
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X145
0.94
X143
0.94
X146
0.79
X142
0.77
X147
0.59
X141
0.56
X148
0.38
X140
0.37
X139
0.22
X149
0.21
X161
-0.19
X160
-0.18
X162
-0.17
X127
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
105
0.9%
-5
92
0.8%
-27
85
0.7%
12
84
0.7%
-15
83
0.7%
3
83
0.7%
-2
82
0.7%
9
81
0.7%
6
81
0.7%
13
80
0.7%
-4
79
0.7%
0
79
0.7%
-23
78
0.7%
-38
78
0.7%
-21
77
0.7%
SMALLEST VALUES
-1789
1
0.0%
-1688
1
0.0%
-1509
1
0.0%
-1463
1
0.0%
-1446
1
0.0%
-1390
1
0.0%
-1387
1
0.0%
-1380
1
0.0%
-1319
1
0.0%
-1309
1
0.0%
-1269
1
0.0%
-1251
2
0.0%
-1199
1
0.0%
-1189
1
0.0%
-1181
1
0.0%
LARGEST VALUES
2047
2
0.0%
1562
1
0.0%
1361
1
0.0%
1257
1
0.0%
1236
1
0.0%
1204
1
0.0%
1202
1
0.0%
1137
1
0.0%
1125
1
0.0%
1118
1
0.0%
1105
1
0.0%
1092
1
0.0%
1081
1
0.0%
1067
1
0.0%
1029
1
0.0%
X145
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X146
0.94
X144
0.94
X147
0.79
X143
0.78
X148
0.57
X142
0.57
X141
0.37
X149
0.36
X140
0.22
X150
0.20
X162
-0.18
X161
-0.18
X127
-0.17
X163
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
120
1.0%
5
91
0.8%
6
83
0.7%
-20
82
0.7%
17
82
0.7%
1
81
0.7%
-14
79
0.7%
-12
79
0.7%
-10
78
0.7%
-15
77
0.7%
2
77
0.7%
-3
77
0.7%
-21
75
0.7%
-26
74
0.6%
12
73
0.6%
SMALLEST VALUES
-1872
1
0.0%
-1764
1
0.0%
-1598
1
0.0%
-1596
1
0.0%
-1576
1
0.0%
-1459
1
0.0%
-1441
1
0.0%
-1422
1
0.0%
-1385
1
0.0%
-1377
1
0.0%
-1313
1
0.0%
-1299
1
0.0%
-1265
1
0.0%
-1218
1
0.0%
-1187
1
0.0%
LARGEST VALUES
2047
1
0.0%
2015
1
0.0%
1435
1
0.0%
1385
1
0.0%
1337
1
0.0%
1302
1
0.0%
1262
1
0.0%
1224
1
0.0%
1219
1
0.0%
1173
1
0.0%
1146
1
0.0%
1093
1
0.0%
1089
1
0.0%
1055
1
0.0%
1052
1
0.0%
X146
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X145
0.94
X147
0.94
X144
0.79
X148
0.77
X143
0.58
X149
0.55
X142
0.38
X150
0.35
X141
0.22
X151
0.21
X162
-0.18
X163
-0.17
X161
-0.16
X164
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
93
0.8%
-5
91
0.8%
3
91
0.8%
0
88
0.8%
2
88
0.8%
-4
84
0.7%
22
83
0.7%
-8
82
0.7%
1
82
0.7%
-13
78
0.7%
-6
77
0.7%
-2
76
0.7%
11
76
0.7%
-9
76
0.7%
-21
75
0.7%
SMALLEST VALUES
-1866
1
0.0%
-1850
1
0.0%
-1671
1
0.0%
-1398
1
0.0%
-1339
1
0.0%
-1300
1
0.0%
-1294
1
0.0%
-1281
1
0.0%
-1251
1
0.0%
-1240
1
0.0%
-1166
1
0.0%
-1160
1
0.0%
-1156
1
0.0%
-1143
1
0.0%
-1128
1
0.0%
LARGEST VALUES
2047
1
0.0%
1889
1
0.0%
1762
1
0.0%
1378
1
0.0%
1345
1
0.0%
1223
1
0.0%
1198
1
0.0%
1164
1
0.0%
1139
1
0.0%
1138
1
0.0%
1132
1
0.0%
1129
1
0.0%
1120
1
0.0%
1115
1
0.0%
1097
1
0.0%
X147
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X146
0.94
X148
0.93
X145
0.79
X149
0.76
X144
0.59
X150
0.55
X143
0.39
X151
0.36
X142
0.23
X152
0.22
X163
-0.17
X164
-0.17
X165
-0.16
X114
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-13
101
0.9%
-1
98
0.9%
-20
92
0.8%
-9
90
0.8%
-3
86
0.7%
-5
84
0.7%
-11
83
0.7%
-4
82
0.7%
12
81
0.7%
0
80
0.7%
1
80
0.7%
-6
79
0.7%
-14
78
0.7%
-31
78
0.7%
-10
77
0.7%
SMALLEST VALUES
-1675
1
0.0%
-1624
1
0.0%
-1554
1
0.0%
-1462
1
0.0%
-1353
1
0.0%
-1351
1
0.0%
-1334
1
0.0%
-1322
1
0.0%
-1313
1
0.0%
-1309
1
0.0%
-1259
1
0.0%
-1238
1
0.0%
-1201
1
0.0%
-1154
1
0.0%
-1147
1
0.0%
LARGEST VALUES
2047
1
0.0%
1693
1
0.0%
1595
1
0.0%
1468
1
0.0%
1365
1
0.0%
1343
1
0.0%
1187
1
0.0%
1163
1
0.0%
1112
1
0.0%
1098
1
0.0%
1079
1
0.0%
1078
1
0.0%
1075
2
0.0%
1040
1
0.0%
1027
1
0.0%
X148
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X149
0.94
X147
0.93
X150
0.77
X146
0.77
X145
0.57
X151
0.57
X144
0.38
X152
0.37
X143
0.23
X153
0.20
X166
-0.17
X115
0.16
X165
-0.16
X167
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-6
90
0.8%
-1
90
0.8%
-14
89
0.8%
2
85
0.7%
-9
81
0.7%
16
81
0.7%
-13
81
0.7%
-4
80
0.7%
0
79
0.7%
12
78
0.7%
-10
78
0.7%
-34
76
0.7%
-7
76
0.7%
-17
75
0.7%
5
75
0.7%
SMALLEST VALUES
-1778
1
0.0%
-1512
1
0.0%
-1403
2
0.0%
-1371
1
0.0%
-1330
1
0.0%
-1289
1
0.0%
-1272
1
0.0%
-1269
1
0.0%
-1262
1
0.0%
-1249
1
0.0%
-1246
1
0.0%
-1236
1
0.0%
-1171
1
0.0%
-1159
1
0.0%
-1153
1
0.0%
LARGEST VALUES
1934
1
0.0%
1638
1
0.0%
1559
1
0.0%
1485
1
0.0%
1473
1
0.0%
1374
1
0.0%
1340
1
0.0%
1281
1
0.0%
1153
1
0.0%
1146
1
0.0%
1134
1
0.0%
1100
1
0.0%
1053
1
0.0%
1034
1
0.0%
1025
1
0.0%
X149
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X150
0.94
X148
0.94
X151
0.78
X147
0.76
X152
0.57
X146
0.55
X145
0.36
X153
0.34
X144
0.21
X167
-0.18
X166
-0.17
X168
-0.16
X116
0.16
X154
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
100
0.9%
10
88
0.8%
4
85
0.7%
-25
83
0.7%
-17
82
0.7%
-5
82
0.7%
-10
80
0.7%
-8
79
0.7%
-15
79
0.7%
-27
78
0.7%
-14
78
0.7%
-20
78
0.7%
-18
78
0.7%
26
77
0.7%
-6
77
0.7%
SMALLEST VALUES
-1733
1
0.0%
-1678
1
0.0%
-1627
1
0.0%
-1546
1
0.0%
-1523
1
0.0%
-1417
1
0.0%
-1361
1
0.0%
-1320
1
0.0%
-1312
1
0.0%
-1305
1
0.0%
-1286
1
0.0%
-1260
1
0.0%
-1244
1
0.0%
-1230
1
0.0%
-1166
1
0.0%
LARGEST VALUES
1644
1
0.0%
1580
1
0.0%
1575
1
0.0%
1436
1
0.0%
1287
1
0.0%
1280
1
0.0%
1183
1
0.0%
1174
1
0.0%
1168
1
0.0%
1147
1
0.0%
1103
1
0.0%
1093
1
0.0%
1087
1
0.0%
1046
1
0.0%
1040
1
0.0%
X150
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X151
0.94
X149
0.94
X152
0.77
X148
0.77
X147
0.55
X153
0.54
X146
0.35
X154
0.31
X145
0.20
X168
-0.18
X167
-0.18
X169
-0.16
X116
0.15
X166
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
103
0.9%
-4
91
0.8%
6
90
0.8%
-11
86
0.7%
-10
85
0.7%
-19
83
0.7%
4
83
0.7%
11
82
0.7%
-6
81
0.7%
-7
80
0.7%
-18
79
0.7%
8
78
0.7%
3
77
0.7%
7
76
0.7%
-21
75
0.7%
SMALLEST VALUES
-1862
1
0.0%
-1795
1
0.0%
-1766
1
0.0%
-1696
1
0.0%
-1553
1
0.0%
-1523
1
0.0%
-1451
1
0.0%
-1443
1
0.0%
-1422
1
0.0%
-1325
1
0.0%
-1318
1
0.0%
-1288
1
0.0%
-1223
1
0.0%
-1195
1
0.0%
-1184
1
0.0%
LARGEST VALUES
1524
1
0.0%
1514
1
0.0%
1452
1
0.0%
1328
1
0.0%
1318
1
0.0%
1213
1
0.0%
1195
1
0.0%
1150
1
0.0%
1142
1
0.0%
1128
1
0.0%
1089
1
0.0%
1083
1
0.0%
1027
1
0.0%
1014
1
0.0%
972
1
0.0%
X151
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X150
0.94
X152
0.93
X149
0.78
X153
0.75
X148
0.57
X154
0.51
X147
0.36
X155
0.29
X146
0.21
X169
-0.17
X168
-0.17
X167
-0.16
X170
-0.16
X133
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
108
0.9%
-2
86
0.7%
-10
81
0.7%
9
81
0.7%
-4
81
0.7%
-17
79
0.7%
-5
79
0.7%
-20
78
0.7%
-7
77
0.7%
12
77
0.7%
1
76
0.7%
-15
76
0.7%
7
76
0.7%
-29
76
0.7%
5
76
0.7%
SMALLEST VALUES
-1861
1
0.0%
-1823
1
0.0%
-1698
1
0.0%
-1671
1
0.0%
-1617
1
0.0%
-1532
1
0.0%
-1487
1
0.0%
-1377
1
0.0%
-1335
1
0.0%
-1319
1
0.0%
-1315
1
0.0%
-1258
1
0.0%
-1205
1
0.0%
-1195
1
0.0%
-1170
1
0.0%
LARGEST VALUES
1565
1
0.0%
1380
1
0.0%
1349
1
0.0%
1291
1
0.0%
1277
1
0.0%
1144
1
0.0%
1130
1
0.0%
1125
1
0.0%
1114
1
0.0%
1059
1
0.0%
1038
1
0.0%
1030
1
0.0%
1014
1
0.0%
996
1
0.0%
965
1
0.0%
X152
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X151
0.93
X153
0.92
X150
0.77
X154
0.74
X149
0.57
X155
0.51
X148
0.37
X156
0.32
X147
0.22
X169
-0.18
X170
-0.17
X157
0.17
X171
-0.16
X168
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
91
0.8%
-13
90
0.8%
12
89
0.8%
-7
87
0.8%
-23
86
0.7%
-3
85
0.7%
11
84
0.7%
-26
82
0.7%
-10
81
0.7%
-5
81
0.7%
3
80
0.7%
-21
80
0.7%
-32
79
0.7%
5
77
0.7%
-12
76
0.7%
SMALLEST VALUES
-1857
1
0.0%
-1631
1
0.0%
-1570
1
0.0%
-1558
1
0.0%
-1536
1
0.0%
-1397
1
0.0%
-1332
1
0.0%
-1303
1
0.0%
-1282
1
0.0%
-1246
1
0.0%
-1239
1
0.0%
-1234
1
0.0%
-1231
1
0.0%
-1208
1
0.0%
-1187
1
0.0%
LARGEST VALUES
1682
1
0.0%
1624
1
0.0%
1283
1
0.0%
1277
1
0.0%
1219
1
0.0%
1191
1
0.0%
1182
1
0.0%
1111
1
0.0%
1059
1
0.0%
1058
1
0.0%
1044
1
0.0%
1032
1
0.0%
1028
1
0.0%
1012
1
0.0%
1010
1
0.0%
X153
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X154
0.93
X152
0.92
X155
0.76
X151
0.75
X156
0.55
X150
0.54
X157
0.35
X149
0.34
X148
0.20
X171
-0.18
X158
0.18
X170
-0.18
X172
-0.17
X169
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
106
0.9%
0
94
0.8%
-11
83
0.7%
-3
83
0.7%
13
83
0.7%
-19
81
0.7%
-7
80
0.7%
-8
80
0.7%
-28
78
0.7%
-21
78
0.7%
-15
78
0.7%
7
77
0.7%
-25
76
0.7%
4
76
0.7%
8
74
0.6%
SMALLEST VALUES
-1839
1
0.0%
-1679
1
0.0%
-1585
1
0.0%
-1515
1
0.0%
-1437
1
0.0%
-1382
1
0.0%
-1334
1
0.0%
-1276
1
0.0%
-1270
1
0.0%
-1265
1
0.0%
-1239
1
0.0%
-1176
1
0.0%
-1173
1
0.0%
-1160
1
0.0%
-1122
1
0.0%
LARGEST VALUES
1977
1
0.0%
1572
1
0.0%
1327
1
0.0%
1292
1
0.0%
1121
1
0.0%
1119
1
0.0%
1103
1
0.0%
1092
1
0.0%
1055
1
0.0%
1020
1
0.0%
1017
1
0.0%
991
1
0.0%
988
1
0.0%
984
1
0.0%
975
1
0.0%
X154
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X155
0.94
X153
0.93
X156
0.78
X152
0.74
X157
0.56
X151
0.51
X158
0.35
X150
0.31
X172
-0.19
X171
-0.19
X159
0.18
X173
-0.17
X170
-0.17
X149
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-1
114
1.0%
1
90
0.8%
0
88
0.8%
17
86
0.7%
9
86
0.7%
-7
81
0.7%
6
80
0.7%
2
80
0.7%
4
80
0.7%
13
79
0.7%
-25
79
0.7%
-6
79
0.7%
19
78
0.7%
-4
78
0.7%
23
77
0.7%
SMALLEST VALUES
-1860
1
0.0%
-1850
1
0.0%
-1784
1
0.0%
-1707
1
0.0%
-1627
1
0.0%
-1622
1
0.0%
-1481
1
0.0%
-1475
1
0.0%
-1467
1
0.0%
-1396
1
0.0%
-1374
1
0.0%
-1352
1
0.0%
-1344
1
0.0%
-1281
1
0.0%
-1265
1
0.0%
LARGEST VALUES
2047
1
0.0%
1478
1
0.0%
1339
1
0.0%
1286
1
0.0%
1285
1
0.0%
1166
1
0.0%
1114
1
0.0%
1089
1
0.0%
1085
1
0.0%
1063
1
0.0%
1060
1
0.0%
1024
2
0.0%
1001
2
0.0%
995
1
0.0%
977
1
0.0%
X155
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X156
0.94
X154
0.94
X157
0.77
X153
0.76
X158
0.55
X152
0.51
X159
0.34
X151
0.29
X173
-0.20
X172
-0.19
X174
-0.18
X160
0.18
X171
-0.17
X175
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
113
1.0%
-16
97
0.8%
-5
88
0.8%
-15
87
0.8%
-11
87
0.8%
3
86
0.7%
-17
86
0.7%
7
84
0.7%
17
83
0.7%
-29
82
0.7%
10
81
0.7%
2
80
0.7%
-31
79
0.7%
-7
78
0.7%
0
78
0.7%
SMALLEST VALUES
-1843
1
0.0%
-1841
1
0.0%
-1813
1
0.0%
-1778
1
0.0%
-1712
1
0.0%
-1662
1
0.0%
-1506
1
0.0%
-1497
1
0.0%
-1486
2
0.0%
-1477
1
0.0%
-1386
1
0.0%
-1383
1
0.0%
-1382
1
0.0%
-1380
1
0.0%
-1314
1
0.0%
LARGEST VALUES
2047
1
0.0%
1366
1
0.0%
1359
1
0.0%
1296
1
0.0%
1289
1
0.0%
1186
2
0.0%
1171
1
0.0%
1151
1
0.0%
1128
1
0.0%
1112
1
0.0%
1092
1
0.0%
1090
1
0.0%
1055
1
0.0%
1043
1
0.0%
1026
1
0.0%
X156
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X155
0.94
X157
0.93
X154
0.78
X158
0.77
X153
0.55
X159
0.55
X160
0.35
X152
0.32
X174
-0.20
X173
-0.20
X175
-0.20
X161
0.19
X172
-0.19
X176
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.03
MOST FREQUENT VALUES
-2
89
0.8%
-24
87
0.8%
-14
85
0.7%
-18
85
0.7%
-1
83
0.7%
-21
82
0.7%
5
81
0.7%
-20
81
0.7%
-11
80
0.7%
-4
80
0.7%
7
80
0.7%
-5
80
0.7%
9
80
0.7%
6
79
0.7%
-6
79
0.7%
SMALLEST VALUES
-1863
1
0.0%
-1843
1
0.0%
-1838
1
0.0%
-1785
1
0.0%
-1701
1
0.0%
-1664
1
0.0%
-1500
1
0.0%
-1441
1
0.0%
-1348
1
0.0%
-1296
1
0.0%
-1291
1
0.0%
-1280
1
0.0%
-1258
1
0.0%
-1159
1
0.0%
-1141
1
0.0%
LARGEST VALUES
1902
1
0.0%
1329
1
0.0%
1213
1
0.0%
1210
1
0.0%
1169
1
0.0%
1162
1
0.0%
1122
1
0.0%
1113
1
0.0%
1089
1
0.0%
1054
1
0.0%
1000
1
0.0%
971
1
0.0%
970
2
0.0%
949
1
0.0%
940
1
0.0%
X157
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X158
0.94
X156
0.93
X159
0.77
X155
0.77
X160
0.57
X154
0.56
X161
0.37
X153
0.35
X175
-0.21
X162
0.21
X174
-0.21
X176
-0.20
X173
-0.19
X177
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-8
98
0.9%
-13
91
0.8%
-5
89
0.8%
4
89
0.8%
-30
84
0.7%
-6
84
0.7%
0
82
0.7%
-16
82
0.7%
-1
79
0.7%
1
79
0.7%
14
79
0.7%
-14
78
0.7%
-17
78
0.7%
-22
77
0.7%
-7
77
0.7%
SMALLEST VALUES
-1861
1
0.0%
-1783
1
0.0%
-1781
1
0.0%
-1668
1
0.0%
-1621
1
0.0%
-1588
1
0.0%
-1499
1
0.0%
-1458
1
0.0%
-1434
1
0.0%
-1391
1
0.0%
-1317
1
0.0%
-1303
1
0.0%
-1247
1
0.0%
-1189
1
0.0%
-1157
1
0.0%
LARGEST VALUES
1681
1
0.0%
1256
1
0.0%
1165
1
0.0%
1098
1
0.0%
1090
1
0.0%
1068
1
0.0%
1057
1
0.0%
1051
1
0.0%
1046
1
0.0%
1043
2
0.0%
1039
1
0.0%
1038
1
0.0%
1009
1
0.0%
1002
1
0.0%
999
1
0.0%
X158
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X159
0.94
X157
0.94
X160
0.78
X156
0.77
X161
0.58
X155
0.55
X162
0.37
X154
0.35
X175
-0.21
X176
-0.20
X163
0.20
X174
-0.19
X177
-0.19
X153
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
-1
94
0.8%
-7
86
0.7%
4
86
0.7%
-23
85
0.7%
-9
83
0.7%
-13
81
0.7%
-4
81
0.7%
-10
80
0.7%
-29
79
0.7%
9
79
0.7%
13
78
0.7%
-17
77
0.7%
1
77
0.7%
-8
76
0.7%
-24
75
0.7%
SMALLEST VALUES
-1845
1
0.0%
-1780
1
0.0%
-1566
1
0.0%
-1564
2
0.0%
-1538
1
0.0%
-1485
2
0.0%
-1394
1
0.0%
-1266
1
0.0%
-1254
1
0.0%
-1251
1
0.0%
-1239
1
0.0%
-1238
1
0.0%
-1232
1
0.0%
-1223
1
0.0%
-1212
1
0.0%
LARGEST VALUES
1502
1
0.0%
1275
1
0.0%
1215
1
0.0%
1131
1
0.0%
1129
1
0.0%
1122
1
0.0%
1101
1
0.0%
1098
1
0.0%
1084
1
0.0%
1075
1
0.0%
1061
1
0.0%
1045
1
0.0%
1040
1
0.0%
1022
1
0.0%
1011
1
0.0%
X159
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X160
0.94
X158
0.94
X161
0.78
X157
0.77
X162
0.57
X156
0.55
X163
0.34
X155
0.34
X176
-0.19
X177
-0.19
X175
-0.18
X142
-0.18
X154
0.18
X143
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
3
92
0.8%
-26
88
0.8%
-1
86
0.7%
-6
85
0.7%
-20
84
0.7%
-13
84
0.7%
-22
83
0.7%
-12
83
0.7%
-5
82
0.7%
2
79
0.7%
-14
78
0.7%
17
78
0.7%
4
78
0.7%
-18
78
0.7%
-8
77
0.7%
SMALLEST VALUES
-1820
1
0.0%
-1688
1
0.0%
-1655
1
0.0%
-1629
1
0.0%
-1601
1
0.0%
-1530
1
0.0%
-1426
1
0.0%
-1381
1
0.0%
-1373
1
0.0%
-1318
1
0.0%
-1279
1
0.0%
-1266
1
0.0%
-1263
1
0.0%
-1256
1
0.0%
-1254
1
0.0%
LARGEST VALUES
1314
1
0.0%
1300
1
0.0%
1269
1
0.0%
1236
1
0.0%
1190
1
0.0%
1155
1
0.0%
1135
1
0.0%
1133
1
0.0%
1123
1
0.0%
1120
1
0.0%
1111
1
0.0%
1098
1
0.0%
1078
1
0.0%
1071
1
0.0%
1070
1
0.0%
X160
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X159
0.94
X161
0.94
X158
0.78
X162
0.77
X157
0.57
X163
0.54
X156
0.35
X164
0.30
X177
-0.19
X143
-0.18
X178
-0.18
X144
-0.18
X142
-0.18
X176
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.05
target_var
0.05
MOST FREQUENT VALUES
-1
113
1.0%
-3
90
0.8%
-11
86
0.7%
-5
83
0.7%
3
81
0.7%
4
81
0.7%
0
81
0.7%
-32
81
0.7%
-2
81
0.7%
-7
80
0.7%
-12
79
0.7%
22
79
0.7%
2
79
0.7%
6
78
0.7%
1
77
0.7%
SMALLEST VALUES
-1864
1
0.0%
-1822
1
0.0%
-1700
1
0.0%
-1626
1
0.0%
-1566
1
0.0%
-1507
1
0.0%
-1463
1
0.0%
-1412
1
0.0%
-1404
1
0.0%
-1386
1
0.0%
-1377
1
0.0%
-1362
1
0.0%
-1336
1
0.0%
-1330
1
0.0%
-1314
1
0.0%
LARGEST VALUES
1431
1
0.0%
1331
1
0.0%
1297
1
0.0%
1283
1
0.0%
1225
1
0.0%
1188
1
0.0%
1169
1
0.0%
1165
1
0.0%
1143
1
0.0%
1142
1
0.0%
1127
1
0.0%
1122
1
0.0%
1103
1
0.0%
1101
1
0.0%
1074
1
0.0%
X161
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X160
0.94
X162
0.93
X159
0.78
X163
0.75
X158
0.58
X164
0.51
X157
0.37
X165
0.28
X156
0.19
X144
-0.19
X178
-0.18
X145
-0.18
X143
-0.18
X177
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
115
1.0%
1
88
0.8%
-15
88
0.8%
7
87
0.8%
-9
84
0.7%
16
83
0.7%
-13
80
0.7%
-7
80
0.7%
-5
80
0.7%
-45
79
0.7%
-12
78
0.7%
-31
78
0.7%
-3
77
0.7%
-4
76
0.7%
-8
76
0.7%
SMALLEST VALUES
-1868
1
0.0%
-1812
1
0.0%
-1742
1
0.0%
-1734
1
0.0%
-1628
1
0.0%
-1544
1
0.0%
-1485
1
0.0%
-1472
1
0.0%
-1454
1
0.0%
-1449
1
0.0%
-1439
1
0.0%
-1375
1
0.0%
-1324
1
0.0%
-1321
1
0.0%
-1277
1
0.0%
LARGEST VALUES
1543
1
0.0%
1515
1
0.0%
1445
1
0.0%
1288
1
0.0%
1261
1
0.0%
1188
1
0.0%
1183
1
0.0%
1133
1
0.0%
1122
1
0.0%
1104
1
0.0%
1084
1
0.0%
1080
1
0.0%
1067
1
0.0%
1051
1
0.0%
1049
1
0.0%
X162
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X161
0.93
X163
0.93
X160
0.77
X164
0.74
X159
0.57
X165
0.51
X158
0.37
X166
0.29
X157
0.21
X145
-0.18
X146
-0.18
X178
-0.18
X144
-0.17
X143
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.02
MOST FREQUENT VALUES
-18
102
0.9%
-9
93
0.8%
-1
93
0.8%
4
83
0.7%
8
83
0.7%
-4
82
0.7%
-6
82
0.7%
0
81
0.7%
-3
79
0.7%
-39
79
0.7%
-11
76
0.7%
27
76
0.7%
-8
76
0.7%
-23
76
0.7%
20
75
0.7%
SMALLEST VALUES
-1855
1
0.0%
-1805
1
0.0%
-1775
1
0.0%
-1685
1
0.0%
-1509
1
0.0%
-1503
1
0.0%
-1472
1
0.0%
-1420
2
0.0%
-1380
1
0.0%
-1371
1
0.0%
-1370
1
0.0%
-1365
1
0.0%
-1322
1
0.0%
-1310
1
0.0%
-1305
1
0.0%
LARGEST VALUES
1556
1
0.0%
1416
1
0.0%
1373
1
0.0%
1330
1
0.0%
1316
1
0.0%
1309
1
0.0%
1220
1
0.0%
1164
1
0.0%
1162
1
0.0%
1145
1
0.0%
1139
1
0.0%
1125
1
0.0%
1086
1
0.0%
1077
1
0.0%
1025
1
0.0%
X163
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X164
0.93
X162
0.93
X161
0.75
X165
0.75
X160
0.54
X166
0.52
X159
0.34
X167
0.30
X158
0.20
X146
-0.17
X147
-0.17
X145
-0.16
X178
-0.15
X144
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.01
MOST FREQUENT VALUES
-1
106
0.9%
-3
92
0.8%
14
86
0.7%
9
84
0.7%
-21
84
0.7%
8
83
0.7%
-26
83
0.7%
-12
83
0.7%
-5
81
0.7%
0
78
0.7%
-11
78
0.7%
-17
78
0.7%
21
77
0.7%
-9
77
0.7%
3
76
0.7%
SMALLEST VALUES
-1852
1
0.0%
-1729
1
0.0%
-1568
1
0.0%
-1552
1
0.0%
-1504
1
0.0%
-1405
1
0.0%
-1400
1
0.0%
-1394
1
0.0%
-1344
1
0.0%
-1287
1
0.0%
-1246
1
0.0%
-1237
1
0.0%
-1230
1
0.0%
-1176
1
0.0%
-1173
1
0.0%
LARGEST VALUES
1597
1
0.0%
1438
1
0.0%
1407
1
0.0%
1380
1
0.0%
1218
1
0.0%
1206
1
0.0%
1154
1
0.0%
1133
1
0.0%
1119
1
0.0%
1110
1
0.0%
1107
1
0.0%
1082
1
0.0%
1071
1
0.0%
1004
1
0.0%
1003
1
0.0%
X164
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X165
0.93
X163
0.93
X166
0.75
X162
0.74
X167
0.52
X161
0.51
X160
0.30
X168
0.30
X147
-0.17
X159
0.16
X146
-0.16
X148
-0.15
X169
0.15
X145
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-3
92
0.8%
0
90
0.8%
-1
89
0.8%
-28
83
0.7%
-5
82
0.7%
-10
82
0.7%
-6
82
0.7%
-17
82
0.7%
-14
81
0.7%
-7
81
0.7%
6
80
0.7%
-29
80
0.7%
-4
79
0.7%
5
79
0.7%
23
77
0.7%
SMALLEST VALUES
-1870
1
0.0%
-1848
1
0.0%
-1819
1
0.0%
-1707
1
0.0%
-1611
1
0.0%
-1589
1
0.0%
-1486
1
0.0%
-1460
1
0.0%
-1456
1
0.0%
-1420
1
0.0%
-1326
1
0.0%
-1325
1
0.0%
-1320
1
0.0%
-1284
1
0.0%
-1245
1
0.0%
LARGEST VALUES
1629
1
0.0%
1460
1
0.0%
1345
1
0.0%
1261
1
0.0%
1259
1
0.0%
1166
1
0.0%
1153
1
0.0%
1124
1
0.0%
1060
1
0.0%
1054
2
0.0%
1021
1
0.0%
1003
1
0.0%
993
1
0.0%
973
1
0.0%
970
1
0.0%
X165
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X164
0.93
X166
0.93
X167
0.75
X163
0.75
X168
0.52
X162
0.51
X169
0.31
X161
0.28
X148
-0.16
X147
-0.16
X170
0.15
X149
-0.15
X146
-0.14
X160
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.01
target_var
0.00
MOST FREQUENT VALUES
-1
119
1.0%
5
87
0.8%
14
84
0.7%
-6
81
0.7%
-15
80
0.7%
19
79
0.7%
-5
78
0.7%
13
77
0.7%
10
77
0.7%
-14
76
0.7%
9
76
0.7%
-4
76
0.7%
-18
75
0.7%
-9
75
0.7%
-11
75
0.7%
SMALLEST VALUES
-1847
1
0.0%
-1845
1
0.0%
-1838
1
0.0%
-1607
1
0.0%
-1593
1
0.0%
-1592
1
0.0%
-1549
1
0.0%
-1544
1
0.0%
-1473
1
0.0%
-1434
1
0.0%
-1405
1
0.0%
-1390
1
0.0%
-1385
1
0.0%
-1290
1
0.0%
-1289
1
0.0%
LARGEST VALUES
1726
1
0.0%
1537
1
0.0%
1328
1
0.0%
1304
1
0.0%
1172
1
0.0%
1165
1
0.0%
1146
1
0.0%
1109
1
0.0%
1090
1
0.0%
1074
1
0.0%
1064
1
0.0%
1018
1
0.0%
994
1
0.0%
989
1
0.0%
966
1
0.0%
X166
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X165
0.93
X167
0.93
X164
0.75
X168
0.75
X169
0.53
X163
0.52
X170
0.31
X162
0.29
X148
-0.17
X149
-0.17
X150
-0.15
X147
-0.15
X171
0.15
X161
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
98
0.9%
-29
93
0.8%
2
91
0.8%
-10
86
0.7%
-13
83
0.7%
14
82
0.7%
-3
82
0.7%
12
79
0.7%
10
79
0.7%
-5
78
0.7%
-30
77
0.7%
-14
76
0.7%
8
76
0.7%
-32
76
0.7%
-2
75
0.7%
SMALLEST VALUES
-1578
1
0.0%
-1557
1
0.0%
-1537
1
0.0%
-1503
1
0.0%
-1450
1
0.0%
-1414
1
0.0%
-1404
1
0.0%
-1384
1
0.0%
-1383
1
0.0%
-1366
1
0.0%
-1365
1
0.0%
-1348
1
0.0%
-1302
1
0.0%
-1277
1
0.0%
-1273
1
0.0%
LARGEST VALUES
2047
1
0.0%
1386
1
0.0%
1293
1
0.0%
1204
1
0.0%
1192
1
0.0%
1153
1
0.0%
1124
1
0.0%
1055
1
0.0%
1049
1
0.0%
1039
1
0.0%
1036
1
0.0%
1021
1
0.0%
1020
1
0.0%
1014
1
0.0%
1000
1
0.0%
X167
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X168
0.93
X166
0.93
X169
0.75
X165
0.75
X164
0.52
X170
0.52
X171
0.30
X163
0.30
X149
-0.18
X150
-0.18
X148
-0.16
X151
-0.16
X172
0.15
X147
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
2
102
0.9%
-9
98
0.9%
-1
96
0.8%
-10
91
0.8%
0
90
0.8%
9
84
0.7%
-3
81
0.7%
-8
81
0.7%
-21
80
0.7%
5
79
0.7%
21
77
0.7%
-33
77
0.7%
-2
77
0.7%
-5
76
0.7%
-11
76
0.7%
SMALLEST VALUES
-1838
1
0.0%
-1835
1
0.0%
-1786
1
0.0%
-1780
1
0.0%
-1474
1
0.0%
-1421
1
0.0%
-1383
1
0.0%
-1358
1
0.0%
-1337
1
0.0%
-1295
1
0.0%
-1288
1
0.0%
-1270
1
0.0%
-1259
1
0.0%
-1243
1
0.0%
-1209
1
0.0%
LARGEST VALUES
2047
1
0.0%
1312
1
0.0%
1204
1
0.0%
1173
1
0.0%
1172
1
0.0%
1145
1
0.0%
1144
1
0.0%
1105
1
0.0%
1064
1
0.0%
1043
1
0.0%
1040
1
0.0%
1034
2
0.0%
1015
1
0.0%
991
1
0.0%
983
1
0.0%
X168
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X167
0.93
X169
0.93
X166
0.75
X170
0.74
X165
0.52
X171
0.51
X172
0.31
X164
0.30
X150
-0.18
X151
-0.17
X149
-0.16
X173
0.16
X152
-0.16
X148
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
103
0.9%
-5
93
0.8%
12
89
0.8%
3
87
0.8%
-4
87
0.8%
11
86
0.7%
-7
85
0.7%
-12
82
0.7%
-6
82
0.7%
-16
81
0.7%
-9
80
0.7%
-13
79
0.7%
14
78
0.7%
-18
77
0.7%
23
76
0.7%
SMALLEST VALUES
-1763
1
0.0%
-1761
1
0.0%
-1719
1
0.0%
-1702
1
0.0%
-1637
1
0.0%
-1559
1
0.0%
-1510
1
0.0%
-1437
1
0.0%
-1435
1
0.0%
-1351
1
0.0%
-1331
1
0.0%
-1283
1
0.0%
-1247
1
0.0%
-1240
1
0.0%
-1207
1
0.0%
LARGEST VALUES
2047
1
0.0%
1204
1
0.0%
1160
1
0.0%
1126
1
0.0%
1122
1
0.0%
1117
1
0.0%
1096
1
0.0%
1094
1
0.0%
1088
1
0.0%
1086
1
0.0%
1068
1
0.0%
1037
1
0.0%
1031
1
0.0%
1030
1
0.0%
1017
1
0.0%
X169
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X168
0.93
X170
0.93
X167
0.75
X171
0.74
X172
0.53
X166
0.53
X173
0.33
X165
0.31
X174
0.18
X152
-0.18
X151
-0.17
X150
-0.16
X153
-0.16
X164
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
92
0.8%
6
91
0.8%
11
86
0.7%
0
85
0.7%
16
81
0.7%
-3
77
0.7%
-19
77
0.7%
-26
77
0.7%
-5
77
0.7%
5
76
0.7%
-22
76
0.7%
23
75
0.7%
-15
75
0.7%
-14
75
0.7%
-4
74
0.6%
SMALLEST VALUES
-1860
1
0.0%
-1727
1
0.0%
-1582
1
0.0%
-1563
1
0.0%
-1538
1
0.0%
-1430
1
0.0%
-1428
1
0.0%
-1421
1
0.0%
-1403
1
0.0%
-1368
1
0.0%
-1324
1
0.0%
-1303
1
0.0%
-1293
1
0.0%
-1223
1
0.0%
-1189
1
0.0%
LARGEST VALUES
2047
1
0.0%
1398
1
0.0%
1271
1
0.0%
1249
1
0.0%
1177
1
0.0%
1152
1
0.0%
1100
1
0.0%
1099
1
0.0%
1096
1
0.0%
1089
1
0.0%
1083
1
0.0%
1049
1
0.0%
1042
1
0.0%
1012
1
0.0%
999
1
0.0%
X170
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X171
0.93
X169
0.93
X172
0.76
X168
0.74
X173
0.55
X167
0.52
X174
0.35
X166
0.31
X175
0.20
X153
-0.18
X152
-0.17
X154
-0.17
X151
-0.16
X165
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.00
MOST FREQUENT VALUES
-1
101
0.9%
4
85
0.7%
-3
84
0.7%
-18
84
0.7%
6
84
0.7%
-27
83
0.7%
1
81
0.7%
-11
80
0.7%
-20
79
0.7%
11
77
0.7%
2
77
0.7%
-4
76
0.7%
-9
76
0.7%
-14
75
0.7%
-23
75
0.7%
SMALLEST VALUES
-1867
1
0.0%
-1860
1
0.0%
-1747
1
0.0%
-1642
1
0.0%
-1624
1
0.0%
-1573
1
0.0%
-1554
1
0.0%
-1514
1
0.0%
-1477
1
0.0%
-1454
1
0.0%
-1453
1
0.0%
-1407
1
0.0%
-1362
1
0.0%
-1260
1
0.0%
-1257
1
0.0%
LARGEST VALUES
1777
1
0.0%
1419
1
0.0%
1385
1
0.0%
1251
1
0.0%
1249
1
0.0%
1218
1
0.0%
1146
1
0.0%
1140
1
0.0%
1128
1
0.0%
1059
1
0.0%
1033
1
0.0%
1026
1
0.0%
1020
1
0.0%
982
1
0.0%
975
1
0.0%
X171
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X172
0.94
X170
0.93
X173
0.77
X169
0.74
X174
0.57
X168
0.51
X175
0.37
X167
0.30
X176
0.20
X154
-0.19
X153
-0.18
X155
-0.17
X152
-0.16
X156
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.02
target_var
0.01
MOST FREQUENT VALUES
-1
100
0.9%
-17
85
0.7%
11
82
0.7%
9
81
0.7%
-20
80
0.7%
13
79
0.7%
3
78
0.7%
-2
78
0.7%
-10
78
0.7%
-5
78
0.7%
-4
77
0.7%
12
77
0.7%
-3
77
0.7%
-32
77
0.7%
-6
76
0.7%
SMALLEST VALUES
-1865
1
0.0%
-1860
1
0.0%
-1820
1
0.0%
-1737
1
0.0%
-1686
1
0.0%
-1607
1
0.0%
-1585
1
0.0%
-1548
1
0.0%
-1473
1
0.0%
-1467
1
0.0%
-1428
1
0.0%
-1421
1
0.0%
-1417
1
0.0%
-1330
1
0.0%
-1317
1
0.0%
LARGEST VALUES
1472
1
0.0%
1413
1
0.0%
1306
1
0.0%
1252
1
0.0%
1093
1
0.0%
1086
1
0.0%
1057
1
0.0%
1056
1
0.0%
1029
1
0.0%
1024
1
0.0%
995
1
0.0%
983
1
0.0%
979
2
0.0%
962
1
0.0%
942
2
0.0%
X172
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X173
0.94
X171
0.94
X174
0.78
X170
0.76
X175
0.57
X169
0.53
X176
0.36
X168
0.31
X155
-0.19
X154
-0.19
X156
-0.19
X177
0.18
X153
-0.17
X157
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.03
target_var
0.03
MOST FREQUENT VALUES
-1
96
0.8%
-7
84
0.7%
-6
84
0.7%
8
82
0.7%
-17
82
0.7%
-4
81
0.7%
-20
81
0.7%
-30
81
0.7%
5
80
0.7%
-29
80
0.7%
21
79
0.7%
14
79
0.7%
-11
78
0.7%
-9
78
0.7%
-22
78
0.7%
SMALLEST VALUES
-1642
1
0.0%
-1583
1
0.0%
-1496
1
0.0%
-1495
1
0.0%
-1470
1
0.0%
-1469
1
0.0%
-1437
1
0.0%
-1399
1
0.0%
-1382
1
0.0%
-1359
1
0.0%
-1349
1
0.0%
-1342
1
0.0%
-1328
1
0.0%
-1310
1
0.0%
-1300
1
0.0%
LARGEST VALUES
1319
1
0.0%
1280
1
0.0%
1176
1
0.0%
1162
1
0.0%
1160
1
0.0%
1124
1
0.0%
1091
1
0.0%
1055
1
0.0%
1039
1
0.0%
1037
1
0.0%
1033
1
0.0%
998
1
0.0%
994
1
0.0%
943
1
0.0%
942
1
0.0%
X173
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X174
0.94
X172
0.94
X175
0.78
X171
0.77
X176
0.56
X170
0.55
X177
0.34
X169
0.33
X156
-0.20
X155
-0.20
X157
-0.19
X154
-0.17
X168
0.16
X158
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
92
0.8%
-19
92
0.8%
11
86
0.7%
-15
86
0.7%
-6
82
0.7%
-26
82
0.7%
-32
80
0.7%
1
78
0.7%
-22
78
0.7%
-13
77
0.7%
-5
77
0.7%
-9
76
0.7%
15
76
0.7%
-3
75
0.7%
-7
75
0.7%
SMALLEST VALUES
-1723
1
0.0%
-1586
1
0.0%
-1563
1
0.0%
-1437
1
0.0%
-1407
1
0.0%
-1402
1
0.0%
-1359
1
0.0%
-1339
1
0.0%
-1334
1
0.0%
-1312
1
0.0%
-1297
1
0.0%
-1282
1
0.0%
-1267
1
0.0%
-1265
1
0.0%
-1246
1
0.0%
LARGEST VALUES
1436
1
0.0%
1186
1
0.0%
1172
1
0.0%
1127
1
0.0%
1121
1
0.0%
1097
1
0.0%
1076
1
0.0%
1062
1
0.0%
1043
1
0.0%
1041
1
0.0%
1007
2
0.0%
1002
1
0.0%
959
1
0.0%
955
1
0.0%
946
1
0.0%
X174
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X173
0.94
X175
0.94
X172
0.78
X176
0.77
X171
0.57
X177
0.54
X170
0.35
X178
0.32
X157
-0.21
X156
-0.20
X158
-0.19
X169
0.18
X155
-0.18
X159
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-13
91
0.8%
-7
89
0.8%
-6
85
0.7%
-5
84
0.7%
-28
84
0.7%
10
82
0.7%
-17
80
0.7%
-1
80
0.7%
6
79
0.7%
-10
79
0.7%
3
78
0.7%
-24
77
0.7%
13
77
0.7%
-20
77
0.7%
-8
77
0.7%
SMALLEST VALUES
-1866
1
0.0%
-1664
1
0.0%
-1620
1
0.0%
-1575
1
0.0%
-1438
1
0.0%
-1343
1
0.0%
-1341
1
0.0%
-1332
1
0.0%
-1320
1
0.0%
-1246
1
0.0%
-1243
1
0.0%
-1233
1
0.0%
-1206
1
0.0%
-1185
1
0.0%
-1171
1
0.0%
LARGEST VALUES
1733
1
0.0%
1129
1
0.0%
1128
1
0.0%
1114
1
0.0%
1110
1
0.0%
1096
1
0.0%
1072
1
0.0%
1056
1
0.0%
1051
1
0.0%
1034
1
0.0%
1014
1
0.0%
1011
1
0.0%
987
1
0.0%
986
1
0.0%
983
1
0.0%
X175
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X174
0.94
X176
0.93
X173
0.78
X177
0.76
X172
0.57
X178
0.53
X171
0.37
X157
-0.21
X158
-0.21
X170
0.20
X156
-0.20
X159
-0.18
X155
-0.16
X160
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-8
88
0.8%
8
88
0.8%
-2
86
0.7%
-5
81
0.7%
-14
80
0.7%
-12
80
0.7%
-3
79
0.7%
-19
78
0.7%
14
77
0.7%
-11
77
0.7%
17
77
0.7%
3
76
0.7%
-21
76
0.7%
-34
75
0.7%
7
75
0.7%
SMALLEST VALUES
-1863
1
0.0%
-1642
1
0.0%
-1632
1
0.0%
-1555
1
0.0%
-1529
1
0.0%
-1400
1
0.0%
-1348
1
0.0%
-1347
1
0.0%
-1344
1
0.0%
-1324
1
0.0%
-1303
1
0.0%
-1290
1
0.0%
-1279
1
0.0%
-1247
1
0.0%
-1242
1
0.0%
LARGEST VALUES
1958
1
0.0%
1205
1
0.0%
1141
1
0.0%
1133
1
0.0%
1116
2
0.0%
1046
1
0.0%
1038
1
0.0%
1024
1
0.0%
1008
1
0.0%
1007
1
0.0%
994
1
0.0%
986
1
0.0%
980
1
0.0%
970
1
0.0%
962
1
0.0%
X176
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X175
0.93
X177
0.93
X174
0.77
X178
0.76
X173
0.56
X172
0.36
X158
-0.20
X157
-0.20
X171
0.20
X159
-0.19
X160
-0.18
X156
-0.18
X161
-0.15
X155
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
110
1.0%
11
100
0.9%
-11
91
0.8%
14
85
0.7%
-4
84
0.7%
-23
83
0.7%
6
83
0.7%
-5
82
0.7%
-22
81
0.7%
-8
79
0.7%
16
79
0.7%
-2
78
0.7%
-6
78
0.7%
-26
78
0.7%
7
78
0.7%
SMALLEST VALUES
-1781
1
0.0%
-1708
1
0.0%
-1697
1
0.0%
-1633
1
0.0%
-1513
1
0.0%
-1499
1
0.0%
-1488
1
0.0%
-1443
1
0.0%
-1393
1
0.0%
-1355
1
0.0%
-1345
1
0.0%
-1343
1
0.0%
-1339
1
0.0%
-1310
1
0.0%
-1217
1
0.0%
LARGEST VALUES
2047
1
0.0%
1371
1
0.0%
1270
1
0.0%
1233
1
0.0%
1175
1
0.0%
1171
1
0.0%
1115
1
0.0%
1073
1
0.0%
1047
1
0.0%
1046
1
0.0%
1043
1
0.0%
1028
1
0.0%
987
1
0.0%
986
1
0.0%
977
1
0.0%
X177
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X178
0.93
X176
0.93
X175
0.76
X174
0.54
X173
0.34
X159
-0.19
X160
-0.19
X158
-0.19
X161
-0.18
X172
0.18
X157
-0.17
X162
-0.15
X156
-0.14
X145
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
106
0.9%
-9
94
0.8%
-21
94
0.8%
4
87
0.8%
-3
82
0.7%
-28
82
0.7%
-29
82
0.7%
2
80
0.7%
8
79
0.7%
-10
79
0.7%
-11
78
0.7%
-26
78
0.7%
-40
77
0.7%
-7
77
0.7%
7
76
0.7%
SMALLEST VALUES
-1727
1
0.0%
-1568
1
0.0%
-1559
1
0.0%
-1547
1
0.0%
-1502
1
0.0%
-1497
1
0.0%
-1442
1
0.0%
-1437
1
0.0%
-1357
1
0.0%
-1276
1
0.0%
-1235
1
0.0%
-1196
1
0.0%
-1191
1
0.0%
-1145
1
0.0%
-1114
1
0.0%
LARGEST VALUES
2047
1
0.0%
1445
1
0.0%
1399
1
0.0%
1342
1
0.0%
1298
1
0.0%
1248
1
0.0%
1151
1
0.0%
1123
1
0.0%
1076
1
0.0%
955
1
0.0%
936
1
0.0%
925
1
0.0%
924
1
0.0%
920
1
0.0%
906
1
0.0%
X178
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
X177
0.93
X176
0.76
X175
0.53
X174
0.32
X161
-0.18
X160
-0.18
X162
-0.18
X159
-0.17
X158
-0.16
X173
0.16
X163
-0.15
X157
-0.13
X145
0.12
X146
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
0.04
target_var
0.04
MOST FREQUENT VALUES
-1
102
0.9%
3
88
0.8%
-22
84
0.7%
-7
83
0.7%
-17
82
0.7%
-21
82
0.7%
-8
79
0.7%
-11
78
0.7%
-20
78
0.7%
8
77
0.7%
-12
77
0.7%
-36
77
0.7%
1
76
0.7%
2
76
0.7%
-26
75
0.7%
SMALLEST VALUES
-1829
1
0.0%
-1556
1
0.0%
-1482
1
0.0%
-1479
1
0.0%
-1451
1
0.0%
-1421
1
0.0%
-1411
1
0.0%
-1316
1
0.0%
-1312
1
0.0%
-1224
1
0.0%
-1173
1
0.0%
-1168
1
0.0%
-1163
1
0.0%
-1157
1
0.0%
-1120
1
0.0%
LARGEST VALUES
1915
1
0.0%
1501
1
0.0%
1380
1
0.0%
1356
1
0.0%
1228
1
0.0%
1209
1
0.0%
1122
1
0.0%
1104
1
0.0%
1071
1
0.0%
1059
1
0.0%
1035
1
0.0%
1028
1
0.0%
980
1
0.0%
977
1
0.0%
974
1
0.0%
y
MISSING:
---
TOP CATEGORIES
target_var
5
2,300
20%
0
0%
4
2,300
20%
0
0%
3
2,300
20%
0
0%
2
2,300
20%
0
0%
1
2,300
20%
2,300
100%
ALL
11,500
100%
2,300
20%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
y
PROVIDES INFORMATION ON...
target_var
1.00

THESE FEATURES GIVE INFORMATION
ON y:
target_var
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
y
CORRELATION RATIO WITH...
X11
0.06
X10
0.05
X12
0.05
X44
0.05
X158
0.05
X43
0.05
X159
0.05
X9
0.05
X160
0.05
X8
0.05
X95
0.04
X45
0.04
X7
0.04
X94
0.04